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Analyzed about 3 hours ago. based on code collected 1 day ago.
Nov 05, 2025 — Nov 05, 2026
Commit Message Contributor Files Modified Lines Added Lines Removed Code Location Date
Section 1481 updated
Srinivasan Kannan
More... over 2 years ago
Section 1481 updated
Srinivasan Kannan
More... over 2 years ago
+1481. (THEORY and FEATURE) NeuronRainApps - Sports Analytics - Sabermetrics - Concept Implementation of Parallel Cricket (PRICKET) simulator - Implementation of Cleanbowling - related to 754,1460 and all sections on Intrinsic Performance Ratings and Sports Analytics, Streaming Histogram analytics, Partition distance measures, Random graph streams, Logic and Game theory, Generalized Geography and PSPACE-completeness, Parity games - 28 March 2024
Srinivasan Kannan
More... over 2 years ago
------------------------------------------------------------------------------------------------------------------------------- 1481. (THEORY and FEATURE) NeuronRainApps - Sports Analytics - Sabermetrics - Concept Implementation of Parallel Cricket (PRICKET) simulator - Implementation of Cleanbowling - related to 754,1460 and all sections on Intrinsic Performance Ratings and Sports Analytics, Streaming Histogram analytics, Partition distance measures, Random graph streams, Logic and Game theory, Generalized Geography and PSPACE-completeness, Parity games - 28 March 2024 ------------------------------------------------------------------------------------------------------------------------------- 1481.1 python-src/NeuronRainApps/ParallelCricket/Pricket.py has been updated to implement algorithm for cleanbowling described in 1460. Two new member functions ballbatcontact() and ballstumpcontact() have been added to Player class to compare (*) if ball coordinates and bat coordinates coincide and (*) if ball coordinates and stump coordinates coincide respectively - contact check allows + or - range of bat coordinates and stump coordinates as bat and stump are elongated while ball is spherical - this geometrically allows simulation of contact. Ball,Bat and Stumps are denoted by 3-dimensional (x,y,z) coordinates. 1481.2 play_shot() function has been extended to simulate ball's sinusoidal trajectory in a for loop - X coordinate is incremented,Y coordinate is sinusoidal value of Y and Z coordinate is constant. Batting is simulated by a random (x,y,z) coordinate. If ballbatcontact() is true, shot is played and if ballstumpcontact() is true player is out by cleanbowling. Players deque for the respective team is re-adjusted accordingly. 1481.3 Statements of exit are replaced with break. Commentary of a 300 ball PRICKET match in python-src/NeuronRainApps/ParallelCricket/testlogs/Pricket.log.28March2024 demonstrates Out by cleanbowling,catch and a tied match between 2 teams (rare random event) - excerpts below: Shot outside [ 3 to 33 ] degrees - Player player12 of team team2 is Out Shot outside [ 3 to 33 ] degrees range - Player player1 of team team1 is Out Shot outside [ 3 to 33 ] degrees range - Player player2 of team team1 is Out Shot outside [ 3 to 33 ] degrees range - Player player3 of team team1 is Out Shot outside [ 3 to 33 ] degrees range - Player player4 of team team1 is Out Shot outside [ 3 to 33 ] degrees - Player player14 of team team2 is Out Shot outside [ 3 to 33 ] degrees range - Player player6 of team team1 is Out Shot outside [ 3 to 33 ] degrees range - Player player7 of team team1 is Out Shot outside [ 3 to 33 ] degrees range - Player player9 of team team1 is Out Shot outside [ 3 to 33 ] degrees range - Player player10 of team team1 is Out Shot outside [ 3 to 33 ] degrees - Player player15 of team team2 is Out Shot outside [ 3 to 33 ] degrees - Player player16 of team team2 is Out Shot outside [ 3 to 33 ] degrees range - Player player11 of team team1 is Out Cleanbowled - Player: player13 of team team2 Cleanbowled - Player: player5 of team team1 Cleanbowled - Player: player8 of team team1 Team1 allout - Number of balls bowled: 113 Team1 runs: 131 Team2 runs: 131 Team1 and Team2 tied
Srinivasan Kannan
More... over 2 years ago
Section 1460 updated
Srinivasan Kannan
More... over 2 years ago
+1480. (JIRA,THEORY and FEATURE) GIS Weather Analytics and Climate Analytics - 26 March 2024 - N-Body gravitational acceleration analysis of date range 25 March 2024-30 April 2024 and implementation of two angular separations based on SkyField and SkyCoord - related to 148,172,313,445,446,463,1165,1171,1176,1266,1289,1316,1318,1327,1358,1359,1360,1361,1364,1367,1368,1388,1404,1455,1456,1463,1479 and all sections on Correlation between gravitational effects of Mined Celestial N-Body Patterns and terrestrial extreme weather events (or Gravitational effects on climate change), Drone natural obstacle avoidance-Drone autonomous online shopping delivery-Drone Electronic Voting Machine, Artificial Intelligence models for Climate Change-Adaptive Fourier Neural Operator-FourCastNet, Astronomical algorithms, Multifractals, Timeseries analysis, Sequence Mining-Class Association Rules
Srinivasan Kannan
More... over 2 years ago
---------------------------------------------------------------------------------------------------------------------------------------- 1480. (JIRA,THEORY and FEATURE) GIS Weather Analytics and Climate Analytics - 26 March 2024 - N-Body gravitational acceleration analysis of date range 25 March 2024-30 April 2024 and implementation of two angular separations based on SkyField and SkyCoord - related to 148,172,313,445,446,463,1165,1171,1176,1266,1289,1316,1318,1327,1358,1359,1360,1361,1364,1367,1368,1388,1404,1455,1456,1463,1479 and all sections on Correlation between gravitational effects of Mined Celestial N-Body Patterns and terrestrial extreme weather events (or Gravitational effects on climate change), Drone natural obstacle avoidance-Drone autonomous online shopping delivery-Drone Electronic Voting Machine, Artificial Intelligence models for Climate Change-Adaptive Fourier Neural Operator-FourCastNet, Astronomical algorithms, Multifractals, Timeseries analysis, Sequence Mining-Class Association Rules ---------------------------------------------------------------------------------------------------------------------------------------- 1480.1 python-src/EphemerisSearch.py has been updated to rectify a major problem in computing angular separation of celestial bodies. Existing angular separation bounds matching is based on SkyCoord and was showing abnormally high separations for some planet pairs in testlogs/GISWeatherAnalytics.log.25March2024 as below: Angular separation of Mercury-Venus on 2024-04-14 17:30:00.000: [141d11m25.16627657s] Angular separation of Mercury-Venus on 2024-04-15 17:30:00.000: [139d40m15.33897681s] Angular separation of Mercury-Venus on 2024-04-16 17:30:00.000: [138d12m21.7546558s] Angular separation of Mercury-Venus on 2024-04-17 17:30:00.000: [136d47m27.85621607s] Angular separation of Mercury-Venus on 2024-04-18 17:30:00.000: [135d25m17.75866623s] Angular separation of Mercury-Venus on 2024-04-19 17:30:00.000: [134d05m36.20828426s] Angular separation of Mercury-Venus on 2024-04-20 17:30:00.000: [132d48m08.53593406s] Angular separation of Mercury-Venus on 2024-04-21 17:30:00.000: [131d32m40.60685829s] Angular separation of Mercury-Venus on 2024-04-22 17:30:00.000: [130d18m58.76851742s] 1480.2 Because of above problem new JIRA issue has been raised - https://krishnairesearch.atlassian.net/browse/NEUR-37 . Debug print statements for SkyCoord separation() are explicitly prefixed with "SkyCoord separation()". 1480.3 Function extreme_weather_events_n_body_analytics(self,datesofEWEs=None,loc="@earth-moon",angularsep=True,angularsepbounds=(0,60),maxiterations=200) has been extended to include new tuple parameter angularsepbounds set to default range of 0 to 60 degrees and angularsep flag has been defaulted to True. 1480.4 Datetime values for SkyField separation_from() are cast to int for UTC object. Dictionary angular_separation has been updated to map planet pairs and a tuple of angular separation and respective date. 1480.5 Degrees of separation from Angle object of SkyField separation_from() are compared for angular separation bounds and printed as matches if within bounds with prefix "SkyField separation_from()". 1480.6 Date range 25/03/2024-30/04/2024 are analyzed again for N-Body gravitation peaks and following are the 2 kinds of angular separation bound matches for Mercury-Venus for this date range - one from SkyCoord (abnormal) and other from SkyField (correct) - entire date range from 25/03/2024 to 29/04/2024 is within 60 degrees angular separation of Mercury-Venus and date range 3/4/2024 to 29/04/2024 is within 30 degrees angular separation of Mercury-Venus(Section 1358) based on SkyField which shows acute change in humidity (and possible precipitation) during April 2024 - angular seperation is lowest on 19 April 2024: ----------------------------------------------------------------------- SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 37deg 09' 15.7">, ('2024', '03', '25', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '25', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 36deg 45' 24.8">, ('2024', '03', '26', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '26', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 36deg 14' 23.6">, ('2024', '03', '27', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '27', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 35deg 36' 03.3">, ('2024', '03', '28', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '28', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 34deg 50' 18.0">, ('2024', '03', '29', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '29', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 33deg 57' 05.3">, ('2024', '03', '30', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '30', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 32deg 56' 26.8">, ('2024', '03', '31', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '31', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 31deg 48' 28.1">, ('2024', '04', '01', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '01', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 30deg 33' 19.2">, ('2024', '04', '02', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '02', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 29deg 11' 15.2">, ('2024', '04', '03', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '03', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 27deg 42' 36.1">, ('2024', '04', '04', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '04', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 26deg 07' 47.8">, ('2024', '04', '05', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '05', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 24deg 27' 21.3">, ('2024', '04', '06', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '06', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 22deg 41' 53.2">, ('2024', '04', '07', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '07', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 20deg 52' 05.5">, ('2024', '04', '08', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '08', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 18deg 58' 44.4">, ('2024', '04', '09', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '09', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 17deg 02' 40.6">, ('2024', '04', '10', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '10', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 15deg 04' 47.6">, ('2024', '04', '11', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '11', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 13deg 06' 01.5">, ('2024', '04', '12', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '12', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 11deg 07' 20.9">, ('2024', '04', '13', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '13', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 09deg 09' 47.6">, ('2024', '04', '14', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '14', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 07deg 14' 32.0">, ('2024', '04', '15', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '15', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 05deg 23' 09.0">, ('2024', '04', '16', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '16', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 03deg 38' 43.8">, ('2024', '04', '17', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '17', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 02deg 11' 19.1">, ('2024', '04', '18', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '18', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 01deg 41' 50.2">, ('2024', '04', '19', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '19', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 02deg 37' 02.1">, ('2024', '04', '20', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '20', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 03deg 59' 32.0">, ('2024', '04', '21', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '21', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 05deg 25' 09.3">, ('2024', '04', '22', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '22', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 06deg 48' 35.5">, ('2024', '04', '23', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '23', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 08deg 08' 15.3">, ('2024', '04', '24', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '24', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 09deg 23' 32.4">, ('2024', '04', '25', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '25', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 10deg 34' 12.4">, ('2024', '04', '26', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '26', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 11deg 40' 10.9">, ('2024', '04', '27', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '27', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 12deg 41' 28.9">, ('2024', '04', '28', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '28', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 13deg 38' 10.9">, ('2024', '04', '29', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '29', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 37deg 09' 15.7">, ('2024', '03', '25', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '25', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 36deg 45' 24.8">, ('2024', '03', '26', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '26', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 36deg 14' 23.6">, ('2024', '03', '27', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '27', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 35deg 36' 03.3">, ('2024', '03', '28', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '28', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 34deg 50' 18.0">, ('2024', '03', '29', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '29', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 33deg 57' 05.3">, ('2024', '03', '30', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '30', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 32deg 56' 26.8">, ('2024', '03', '31', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '31', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 31deg 48' 28.1">, ('2024', '04', '01', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '01', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 30deg 33' 19.2">, ('2024', '04', '02', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '02', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 29deg 11' 15.2">, ('2024', '04', '03', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '03', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 27deg 42' 36.1">, ('2024', '04', '04', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '04', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 26deg 07' 47.8">, ('2024', '04', '05', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '05', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 24deg 27' 21.3">, ('2024', '04', '06', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '06', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 22deg 41' 53.2">, ('2024', '04', '07', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '07', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 20deg 52' 05.5">, ('2024', '04', '08', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '08', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 18deg 58' 44.4">, ('2024', '04', '09', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '09', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 17deg 02' 40.6">, ('2024', '04', '10', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '10', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 15deg 04' 47.6">, ('2024', '04', '11', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '11', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 13deg 06' 01.5">, ('2024', '04', '12', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '12', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 11deg 07' 20.9">, ('2024', '04', '13', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '13', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 09deg 09' 47.6">, ('2024', '04', '14', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '14', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 07deg 14' 32.0">, ('2024', '04', '15', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '15', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 05deg 23' 09.0">, ('2024', '04', '16', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '16', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 03deg 38' 43.8">, ('2024', '04', '17', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '17', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 02deg 11' 19.1">, ('2024', '04', '18', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '18', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 01deg 41' 50.2">, ('2024', '04', '19', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '19', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 02deg 37' 02.1">, ('2024', '04', '20', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '20', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 03deg 59' 32.0">, ('2024', '04', '21', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '21', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 05deg 25' 09.3">, ('2024', '04', '22', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '22', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 06deg 48' 35.5">, ('2024', '04', '23', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '23', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 08deg 08' 15.3">, ('2024', '04', '24', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '24', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 09deg 23' 32.4">, ('2024', '04', '25', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '25', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 10deg 34' 12.4">, ('2024', '04', '26', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '26', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 11deg 40' 10.9">, ('2024', '04', '27', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '27', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 12deg 41' 28.9">, ('2024', '04', '28', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '28', '17', '30', '00.000') SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 13deg 38' 10.9">, ('2024', '04', '29', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '29', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-03-25 17:30:00.000: [166d49m10.60013211s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 37deg 09' 15.7">, ('2024', '03', '25', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '25', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-03-26 17:30:00.000: [170d29m31.29800978s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 36deg 45' 24.8">, ('2024', '03', '26', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '26', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-03-27 17:30:00.000: [173d45m01.30495019s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 36deg 14' 23.6">, ('2024', '03', '27', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '27', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-03-28 17:30:00.000: [176d00m11.48400661s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 35deg 36' 03.3">, ('2024', '03', '28', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '28', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-03-29 17:30:00.000: [175d48m18.9278717s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 34deg 50' 18.0">, ('2024', '03', '29', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '29', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-03-30 17:30:00.000: [173d37m42.71645805s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 33deg 57' 05.3">, ('2024', '03', '30', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '30', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-03-31 17:30:00.000: [170d56m57.11315056s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 32deg 56' 26.8">, ('2024', '03', '31', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '03', '31', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-01 17:30:00.000: [168d13m08.14976588s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 31deg 48' 28.1">, ('2024', '04', '01', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '01', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-02 17:30:00.000: [165d33m06.09023108s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 30deg 33' 19.2">, ('2024', '04', '02', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '02', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-03 17:30:00.000: [162d58m55.09778034s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 29deg 11' 15.2">, ('2024', '04', '03', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '03', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-04 17:30:00.000: [160d31m12.74134599s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 27deg 42' 36.1">, ('2024', '04', '04', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '04', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-05 17:30:00.000: [158d10m04.08165852s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 26deg 07' 47.8">, ('2024', '04', '05', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '05', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-06 17:30:00.000: [155d55m20.1249255s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 24deg 27' 21.3">, ('2024', '04', '06', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '06', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-07 17:30:00.000: [153d46m45.30541809s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 22deg 41' 53.2">, ('2024', '04', '07', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '07', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-08 17:30:00.000: [151d44m00.93532878s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 20deg 52' 05.5">, ('2024', '04', '08', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '08', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-09 17:30:00.000: [149d46m46.95338897s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 18deg 58' 44.4">, ('2024', '04', '09', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '09', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-10 17:30:00.000: [147d54m42.87229535s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 17deg 02' 40.6">, ('2024', '04', '10', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '10', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-11 17:30:00.000: [146d07m28.31353921s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 15deg 04' 47.6">, ('2024', '04', '11', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '11', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-12 17:30:00.000: [144d24m43.31379398s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 13deg 06' 01.5">, ('2024', '04', '12', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '12', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-13 17:30:00.000: [142d46m08.49732532s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 11deg 07' 20.9">, ('2024', '04', '13', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '13', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-14 17:30:00.000: [141d11m25.16627657s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 09deg 09' 47.6">, ('2024', '04', '14', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '14', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-15 17:30:00.000: [139d40m15.33897681s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 07deg 14' 32.0">, ('2024', '04', '15', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '15', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-16 17:30:00.000: [138d12m21.7546558s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 05deg 23' 09.0">, ('2024', '04', '16', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '16', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-17 17:30:00.000: [136d47m27.85621607s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 03deg 38' 43.8">, ('2024', '04', '17', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '17', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-18 17:30:00.000: [135d25m17.75866623s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 02deg 11' 19.1">, ('2024', '04', '18', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '18', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-19 17:30:00.000: [134d05m36.20828426s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 01deg 41' 50.2">, ('2024', '04', '19', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '19', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-20 17:30:00.000: [132d48m08.53593406s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 02deg 37' 02.1">, ('2024', '04', '20', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '20', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-21 17:30:00.000: [131d32m40.60685829s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 03deg 59' 32.0">, ('2024', '04', '21', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '21', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-22 17:30:00.000: [130d18m58.76851742s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 05deg 25' 09.3">, ('2024', '04', '22', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '22', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-23 17:30:00.000: [129d06m49.79751977s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 06deg 48' 35.5">, ('2024', '04', '23', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '23', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-24 17:30:00.000: [127d56m00.84631494s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 08deg 08' 15.3">, ('2024', '04', '24', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '24', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-25 17:30:00.000: [126d46m19.39005718s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 09deg 23' 32.4">, ('2024', '04', '25', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '25', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-26 17:30:00.000: [125d37m33.17385296s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 10deg 34' 12.4">, ('2024', '04', '26', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '26', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-27 17:30:00.000: [124d29m30.16046788s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 11deg 40' 10.9">, ('2024', '04', '27', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '27', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-28 17:30:00.000: [123d21m58.4784667s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 12deg 41' 28.9">, ('2024', '04', '28', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '28', '17', '30', '00.000') SkyCoord separation(): Angular separation of Mercury-Venus on 2024-04-29 17:30:00.000: [122d14m46.3706873s] SkyField separation_from(): Angular separations for Mercury-Venus : [(<Angle 13deg 38' 10.9">, ('2024', '04', '29', '17', '30', '00.000'))] SkyField separation_from(): Angular separation of Mercury-Venus matches bounds for date: ('2024', '04', '29', '17', '30', '00.000') ----------------------------------------------------------------------------
Srinivasan Kannan
More... over 2 years ago
Sectioon 1174 updated
Srinivasan Kannan
More... over 2 years ago
Section 1408 updated
Srinivasan Kannan
More... over 2 years ago
Section 1463 updated
Srinivasan Kannan
More... over 2 years ago
1479. (THEORY and FEATURE) GIS Weather Analytics and Climate Analytics - 25 March 2024 - N-Body gravitational acceleration analysis of date r ange 25 March 2024-30 April 2024 and implementation of Barometric Pressure Formula for variable gravities - related to 148,172,313,445,446,463 ,1165,1171,1176,1266,1289,1316,1318,1327,1358,1359,1360,1361,1364,1367,1368,1388,1404,1455,1456,1463 and all sections on Correlation between g ravitational effects of Mined Celestial N-Body Patterns and terrestrial extreme weather events (or Gravitational effects on climate change), Drone natural obstacle avoidance-Drone autonomous online shopping delivery-Drone Electronic Voting Machine, Artificial Intelligence models for Climate Change-Adaptive Fourier Neural Operator-FourCastNet, Astronomical algorithms, Multifractals, Timeseries analysis, Sequence Mining-Class Association Rules
Srinivasan Kannan
More... over 2 years ago
---------------------------------------------------------------------------------------------------------------------------------------- 1479. (THEORY and FEATURE) GIS Weather Analytics and Climate Analytics - 25 March 2024 - N-Body gravitational acceleration analysis of date range 25 March 2024-30 April 2024 and implementation of Barometric Pressure Formula for variable gravities - related to 148,172,313,445,446,463,1165,1171,1176,1266,1289,1316,1318,1327,1358,1359,1360,1361,1364,1367,1368,1388,1404,1455,1456,1463 and all sections on Correlation between gravitational effects of Mined Celestial N-Body Patterns and terrestrial extreme weather events (or Gravitational effects on climate change), Drone natural obstacle avoidance-Drone autonomous online shopping delivery-Drone Electronic Voting Machine, Artificial Intelligence models for Climate Change-Adaptive Fourier Neural Operator-FourCastNet, Astronomical algorithms, Multifractals, Timeseries analysis, Sequence Mining-Class Association Rules ---------------------------------------------------------------------------------------------------------------------------------------- 1479.1 Date range 25/03/2024 to 30/04/2024 has been analyzed for N-Body gravitational force fluctuations for celestial bodies Sun-Mercury-Venus and a steep decline in Mercury gravity is conspicuous during this range implying rise in specific humidity as per 1463.6 (due to inverse relationship between gravity and specific humidity) and an associated cooling effect in atmosphere that might be conducive for low-pressure troughs,UAC,LAC and Cyclonic circulations during mid-April 2024 with high probability (and location of such circulations could be most likely Arabian sea where South West monsoon sets). As far as Indian subcontinent is concerned, April-May 2024 is peak-summer and brings pre-South West monsoon showers. 1479.2 Barometric Pressure Formula has been implemented as a function barometric_pressure(sealevelpressure=29.92,mass=28.95,variablegravities=[],height=100,boltzmannconstant=1.380649,temperature=35) for variable gravity L2 norms obtained from N-Body gravitational model and pressure variations are computed for time-variable gravities. Barometric pressures for date range are plotted as graph individually corresponding to each planet pair. As per barometric formula, atmospheric pressure spikes during this date range due to Mercury inversely proportional to variable gravity g. Parameter default values for Barometric formula are set based on reference links 1479.4 and 1479.5. 1479.3 Logs,Gravity and Barometric pressure plots for earlier date window and bodies are written to: testlogs/GISWeatherAnalytics.BarometricPressure.Mercury-Venus.2024-3-25#2024-4-30.jpg testlogs/GISWeatherAnalytics.BarometricPressure.Sun-Mercury.2024-3-25#2024-4-30.jpg testlogs/GISWeatherAnalytics.BarometricPressure.Sun-Venus.2024-3-25#2024-4-30.jpg testlogs/GISWeatherAnalytics.Gravity.Mercury-Venus.2024-3-25#2024-4-30.jpg testlogs/GISWeatherAnalytics.Gravity.Sun-Mercury.2024-3-25#2024-4-30.jpg testlogs/GISWeatherAnalytics.Gravity.Sun-Venus.2024-3-25#2024-4-30.jpg testlogs/GISWeatherAnalytics.log.25March2024
Srinivasan Kannan
More... over 2 years ago
Section 1454 updated
Srinivasan Kannan
More... over 2 years ago
Section 1408 updated
Srinivasan Kannan
More... over 2 years ago
Section 1408 updated
Srinivasan Kannan
More... over 2 years ago
Updated index.rst
Srinivasan Kannan
More... over 2 years ago
Updated BestPractices.txt
Srinivasan Kannan
More... over 2 years ago
Shutter PDF capture of https://scholar.google.com/citations?user=eLZY7CIAAAAJ&hl=en
Srinivasan Kannan
More... over 2 years ago
Section 1408 updated
Srinivasan Kannan
More... over 2 years ago
Section 1408 updated
Srinivasan Kannan
More... over 2 years ago
Section 1285 updated
Srinivasan Kannan
More... over 2 years ago
Correction: Section 1477 updated to 1478
Srinivasan Kannan
More... over 2 years ago
Updated Requirements.txt
Srinivasan Kannan
More... over 2 years ago
1477. (JIRA,THEORY and FEATURE) Music Information Retrieval(MIR) - AI Music Synthesis by Random walks on Music Weighted Automata Directed Graph - Multiple Enhancements especially for Carnatic music genre synthesis and bug resolutions - 13 March 2024 - related to 3,110,134,298,1223,1224,1257,1258,1261,1305,1306,1307,1308,1309,1310,1311,1315,1353,1432,1433,1434,1438,1439,1440,1441,1458 and all sections on Music search-Music discovery, Intrinsic Merit of Music, MIR(Music Information Retrieval), Music Similarity and Clustering, AI Music Synthesis from summation of damped sinusoids, Additive Synthesis, fMRI connectomes - OpenNeuro - Psychology of music, Weighted automata, Chaos, Deep Learning, Dynamic Time Warping-Music Timeseries analysis, Music Evoked Autobiographical Memories, Waveshaping, ThoughtNet, Majority Voting (Enjoyable music) Vs Intrinsic (Quality music) - Condorcet Jury Theorem variants,Computational Learning Theory, Boolean Function Composition, Longest Common Subsequence, Suffix Trees - Longest Repeated Substring, MultiFractal Detrended Fluctuation Analysis of Non-stationary timeseries, Ramsey Theory-Van Der Waerden Theorem for coloring of sequences, Pumping Lemma, Normalized Compression Distance-Kolmogorov complexity, Merit of Large Scale Visuals, Recurrent Neural Networks,Neo-Riemannian Theory of Music,Attack-Decay-Sustain-Release model
Srinivasan Kannan
More... over 2 years ago
---------------------------------------------------------------------------------------------------------------------------------------------- 1477. (JIRA,THEORY and FEATURE) Music Information Retrieval(MIR) - AI Music Synthesis by Random walks on Music Weighted Automata Directed Graph - Multiple Enhancements especially for Carnatic music genre synthesis and bug resolutions - 13 March 2024 - related to 3,110,134,298,1223,1224,1257,1258,1261,1305,1306,1307,1308,1309,1310,1311,1315,1353,1432,1433,1434,1438,1439,1440,1441,1458 and all sections on Music search-Music discovery, Intrinsic Merit of Music, MIR(Music Information Retrieval), Music Similarity and Clustering, AI Music Synthesis from summation of damped sinusoids, Additive Synthesis, fMRI connectomes - OpenNeuro - Psychology of music, Weighted automata, Chaos, Deep Learning, Dynamic Time Warping-Music Timeseries analysis, Music Evoked Autobiographical Memories, Waveshaping, ThoughtNet, Majority Voting (Enjoyable music) Vs Intrinsic (Quality music) - Condorcet Jury Theorem variants,Computational Learning Theory, Boolean Function Composition, Longest Common Subsequence, Suffix Trees - Longest Repeated Substring, MultiFractal Detrended Fluctuation Analysis of Non-stationary timeseries, Ramsey Theory-Van Der Waerden Theorem for coloring of sequences, Pumping Lemma, Normalized Compression Distance-Kolmogorov complexity, Merit of Large Scale Visuals, Recurrent Neural Networks,Neo-Riemannian Theory of Music,Attack-Decay-Sustain-Release model ---------------------------------------------------------------------------------------------------------------------------------------------- 1477.1 python-src/music_pattern_mining/AudioToBitMatrix.py has been updated to comment or make optional playsound() and play() invocations throughout. 1477.2 Function music_synthesis(training_music=None,dur=5,samplerate=44100,polynomial_interpolation=True,polyfeatures=False,virtual_piano_notes=None,tempo=1,amplitude=4096,musicgenre="WesternClassical",musicwfa_notes_weights=None,playsynthesis=False) has been updated to add playsynthesis flag for playsound() calls. Separate clause for writing Carnatic music synthesized WAV file has been introduced. 1477.3 Function notes_to_audio(automaton=False, function=None, deterministic=True, samplerate=44100, fractal=True, periodicity=500, weightedautomatadotfile=None,state2notedict=None,genre="WesternClassical",wfaweight_threshold=0.0,instruments=["Saxophone","Guitar","Trumpet","Violin","SteelDrum","Flute"],format="WAV",playsynthesis=False) has been updated to add music file format (MPEG or WAV) and playsynthesis as additional function parameters. 1477.4 Previous Successors in Music WFA graph random walk are remembered through prev_successors and are compared with present successors and if they are same new random node is chosen from which random walk resumes. This is to prevent an infinite loop error condition when successors in walk are same across iterations. 1477.5 Code for choosing wfatransitionweight above wfaweight_threshold has been commented temporarily as threshold is difficult to determine - all weights are considered now. 1477.6 Error condition in random choice of next node with probabilities when size of successors array and wfatransitionweights_np are unequal has been handled by brute-force truncation of wfatransitionweights_np array to size of successors array. 1477.7 Percussions synthesis has been made specific to WesternClassical genre as music21 supports only CDEFGABC octave. Similarly overlay mixing of percussion synthesis with WesternClassical piano synthesized notes has been guarded by an if clause. Formats are checked for WAV or MPEG and respective MPEG or WAV file is written. Again play() and playsound() have been made optional by checking playsynthesis flag. 1477.8 Function music_weighted_automaton_from_waveform(music_clip,duration=10,note2statedict=None,genre="WesternClassical",raaga=None) has been updated to add note2statedict,genre and raaga information (specific to Indian classical) as parameters depending on which audio_to_notes_samples() is invoked for WesternClassical or Carnatic genre. Dictionary note2statedict has to be supplied by caller with notes specific to WesternalClassical and Carnatic. 1477.9 Two functions music_weighted_automaton_from_waveform() and music_weighted_automaton_from_waveform() are invoked respectively for 2 music files of WesternClassical and Carnatic genre: -------------------------------------------------------------------------------------------- dotfile2=music_weighted_automaton_from_waveform("testlogs/Bach_Flute_Sonata_EFlat.mp4",duration=12,note2statedict={'C':0,'D':1,'E':2,'F':3,'G':4,'A':5,'B':6,'A♯':7,'C♯':8,'D♯':9,'F♯':10,'G♯':11},genre="WesternClassical") notes_to_audio(automaton=True,weightedautomatadotfile="testlogs/Bach_Flute_Sonata_EFlat.mp4_MusicWeightedAutomaton.dot",state2notedict={'0':'C','1':'D','2':'E','3':'F','4':'G','5':'A','6':'B','7':'A♯','8':'C♯','9':'D♯','10':'F♯','11':'G♯'},genre="WesternClassical",instruments=["Violin"]) -------------------------------------------------------------------------------------------- dotfile3=music_weighted_automaton_from_waveform("testlogs/054-SBC-Aanandhamridhakarshini.mp3",note2statedict={'S':0, 'R₁':1, 'R₂':2, 'R₃':3,'G₁':4, 'G₂':5, 'G₃':6, 'M₁':7, 'M₂':8, 'P':9, 'D₁':10, 'D₂':11, 'D₃':12, 'N₁':13,'N₂':14, 'N₃':15, 'Ṣ':16,'G̣₃':17,'G̣₂':18,'Ṛ₁':19,'Ṃ₂':20,'Ḍ₁':21,'P̣':22,'Ṛ₂':23,'Ḍ₂':24,'Ḍ₃':25,'Ṇ₃':26},genre="Carnatic",raaga="chitrambari") notes_to_audio(automaton=True,weightedautomatadotfile="testlogs/054-SBC-Aanandhamridhakarshini.mp3_MusicWeightedAutomaton.dot",state2notedict={'0':'S', '1':'R₁', '2':'R₂', '3':'R₃','4':'G₁', '5':'G₂', '6':'G₃', '7':'M₁', '8':'M₂', '9':'P', '10':'D₁', '11':'D₂', '12':'D₃', '13':'N₁','14':'N₂', '15':'N₃','16':'Ṣ','17':'G̣₃','18':'G̣₂','19':'Ṛ₁','20':'Ṃ₂','21':'Ḍ₁','22':'P̣','23':'Ṛ₂','24':'Ḍ₂','25':'Ḍ₃','26':'Ṇ₃'},genre="Carnatic",instruments=["Violin"]) -------------------------------------------------------------------------------------------- 1477.10 python-src/music_pattern_mining/MusicWeightedAutomaton.py has been updated to remove hardcoded encodedict and accept it as parameter from note2statedict. Clauses specific to WesternClassical and Carnatic have been introduced to call either hz_to_note() are hz_to_svara_c() of Librosa and Carnatic music notes alphabet is fine-grained with subdivisions. Array notesencoded is populated separately for either genre due to difference in notes alphabet notations. 1477.11 WFA DOT files and other synthesized music files have been updated.Following are affected files and logs for this update: music21_percussion_for_piano.midi music21_percussion_for_piano.wav music21_piano_with_percussions.mp3 testlogs/Bach_Flute_Sonata_EFlat.mp4_MusicWeightedAutomaton.dot virtual_piano_music.Carnatic.wav virtual_piano_music.WesternClassical.wav music21_piano_with_percussions.wav testlogs/054-SBC-Aanandhamridhakarshini.mp3_MusicWeightedAutomaton.dot testlogs/AudioToBitMatrix.log.MusicSynthesizer.Carnatic.13March2024 testlogs/AudioToBitMatrix.log.MusicSynthesizer.WesternClassical.13March2024 1477.12 Multiple new clauses specific to Carnatic genre earlier has enabled better Carnatic music WFA-Recurrent Neural Network AI synthesis. Presently only first few seconds of the music clip are analyzed while learning WFA-RNN for it (which has to be the entire clip in theory for accuracy). 1477.13 This update resolves JIRA issue - https://krishnairesearch.atlassian.net/browse/NEUR-36
Srinivasan Kannan
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Sectio 1426 updated
Srinivasan Kannan
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Fulltext of Paper https://link.springer.com/article/10.1007/s003550050088 has been uploaded to asfer-docs due to its high importance to CJT-BQP derandomization gadget
Srinivasan Kannan
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Section 1408 updated
Srinivasan Kannan
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Section 1408 updated
Srinivasan Kannan
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Section 1411 updated
Srinivasan Kannan
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