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Analyzed about 3 hours ago. based on code collected about 10 hours ago.
Oct 24, 2025 — Oct 24, 2026
Commit Message Contributor Files Modified Lines Added Lines Removed Code Location Date
1683. (THEORY and FEATURE) Social Network Analysis - Opensource Intelligence - new utility for python osint and SpiderFoot - related to 14,365,626,711,727,753,876,1127,1128,1129,1130,1204,1263,1269,1427,1442,1452,1532,1534,1547,1555,1571,1592,1605,1645,1657,1667,1681 and all sections on People Analytics, Intrinsic Merit Versus Fame Equilibrium, BKS Conjecture, Stability and Noise Sensitivity of Interview LTF/PTF,Peres Theorem,Unique Identification,Talent Analytics,Code search of opensource repositories,HR Analytics and Automated Recruitment,Question-Answering,Majority Voting,Condorcet Jury Theorem Variants,Margulis-Ruzzo Thresholds,Novelty Detection,Recommender Systems,AI Question-Answering, Partial Ordered Ranking, Fame-Merit equilibrium, Intrinsic Merit as Query Complexity,Software Analytics-Mythical Manmonth-CathedralAndBazaar,Birthday Paradox,Matching in Matrimony-Professional-Personal Social Media Network Profiles,Tree matching - 25 August 2026
Srinivasan Kannan
More... 2 months ago
-------------------------------------------------------------------------------------------------- 1683. (THEORY and FEATURE) Social Network Analysis - Opensource Intelligence - new utility for python osint and SpiderFoot - related to 14,365,626,711,727,753,876,1127,1128,1129,1130,1204,1263,1269,1427,1442,1452,1532,1534,1547,1555,1571,1592,1605,1645,1657,1667,1681 and all sections on People Analytics, Intrinsic Merit Versus Fame Equilibrium, BKS Conjecture, Stability and Noise Sensitivity of Interview LTF/PTF,Peres Theorem,Unique Identification,Talent Analytics,Code search of opensource repositories,HR Analytics and Automated Recruitment,Question-Answering,Majority Voting,Condorcet Jury Theorem Variants,Margulis-Ruzzo Thresholds,Novelty Detection,Recommender Systems,AI Question-Answering, Partial Ordered Ranking, Fame-Merit equilibrium, Intrinsic Merit as Query Complexity,Software Analytics-Mythical Manmonth-CathedralAndBazaar,Birthday Paradox,Matching in Matrimony-Professional-Personal Social Media Network Profiles,Tree matching - 25 August 2026 ------------------------------------------------------------------------------------------------- 1683.1 New utility OSINT.py implements a function osint() that imports osint submodules installed from https://pypi.org/project/osint/ and invokes some functions on it to get data on URLs and ports. This function is QAed and logs are written to by commandline: venv/bin/python3.13 OSINT.py 2>&1 > osint_related/logs/OSINT.log.25August2026 1683.2 SpiderFoot support which was not feasible earlier due to installation errors has been resolved and SpiderFoot OSINT dashboard has been now enabled (which includes darkweb features). Additionally SpiderFoot python3.13 installation guide has been added within folder osint_related/ in text file osint_commandlines.txt that installs and starts a local SpiderFoot webserver. Modified requirements.txt for SpiderFoot installation has also been added at osint_related/requirements.txt (changes made for lxml and pyyaml versions) 1683.3 Sample Logs from SpiderFoot webserver dashboard IP:port vulnerability scan are at osint_related/logs/SpiderFoot-AC6CEE46.log.25August2026.csv 1683.4 SpiderFoot includes features for email,phone number and humanname extraction - https://asciinema.org/a/295947 and social media profile search - https://asciinema.org/a/295923
Srinivasan Kannan
More... 2 months ago
Section 1646 updated
Srinivasan Kannan
More... 2 months ago
ChatGPT analysis of Matiyasevich Python Program for Riemann Hypothesis - Loop termination detection and Worst case execution time
Srinivasan Kannan
More... 2 months ago
Section 1595 updated
Srinivasan Kannan
More... 2 months ago
Section 1638 updated
Srinivasan Kannan
More... 2 months ago
Section 1595 updated
Srinivasan Kannan
More... 2 months ago
ChatGPT AI extraction of ProofNet from academic publications-theorems: (1) Cook-Levin theorem (2) Erdos Distance Problem (3) Pythagoras Theorem - and relationship between ProofNet-Knowledge Graphs-Girard Geometry of Interaction (GoI)
Srinivasan Kannan
More... 2 months ago
Section 1664 updated
Srinivasan Kannan
More... 3 months ago
Section 1664 updated
Srinivasan Kannan
More... 3 months ago
Gemini AI - Synthetic census of Chennai metropolitan area from GIS datasets, Mobile connections, Aadhaar ID cards, PDS Ration cards - mathematical models used
Srinivasan Kannan
More... 3 months ago
1681. (THEORY and FEATURE) Social Network Analysis - Opensource Intelligence - new utility function for scraping a website URL by BeautifulSoup4 and printing its contents - related to 14,365,626,711,727,753,876,1127,1128,1129,1130,1204,1263,1269,1427,1442,1452,1532,1534,1547,1555,1571,1592,1605,1645,1657,1667 and all sections on People Analytics, Intrinsic Merit Versus Fame Equilibrium, BKS Conjecture, Stability and Noise Sensitivity of Interview LTF/PTF,Peres Theorem,Unique Identification,Talent Analytics,Code search of opensource repositories,HR Analytics and Automated Recruitment,Question-Answering,Majority Voting,Condorcet Jury Theorem Variants,Margulis-Ruzzo Thresholds,Novelty Detection,Recommender Systems,AI Question-Answering, Partial Ordered Ranking, Fame-Merit equilibrium, Intrinsic Merit as Query Complexity,Software Analytics-Mythical Manmonth-CathedralAndBazaar,Birthday Paradox,Matching in Matrimony-Professional-Personal Social Media Network Profiles,Tree matching - 9 August 2026
Srinivasan Kannan
More... 3 months ago
-------------------------------------------------------------------------------------------------- 1681. (THEORY and FEATURE) Social Network Analysis - Opensource Intelligence - new utility function for scraping a website URL by BeautifulSoup4 and printing its contents - related to 14,365,626,711,727,753,876,1127,1128,1129,1130,1204,1263,1269,1427,1442,1452,1532,1534,1547,1555,1571,1592,1605,1645,1657,1667 and all sections on People Analytics, Intrinsic Merit Versus Fame Equilibrium, BKS Conjecture, Stability and Noise Sensitivity of Interview LTF/PTF,Peres Theorem,Unique Identification,Talent Analytics,Code search of opensource repositories,HR Analytics and Automated Recruitment,Question-Answering,Majority Voting,Condorcet Jury Theorem Variants,Margulis-Ruzzo Thresholds,Novelty Detection,Recommender Systems,AI Question-Answering, Partial Ordered Ranking, Fame-Merit equilibrium, Intrinsic Merit as Query Complexity,Software Analytics-Mythical Manmonth-CathedralAndBazaar,Birthday Paradox,Matching in Matrimony-Professional-Personal Social Media Network Profiles,Tree matching - 9 August 2026 ------------------------------------------------------------------------------------------------- 1681.1 python-src/SocialNetworkAnalysis_PeopleAnalytics.py has been updated to define new function def web_search(self,url,timeout=5,pagenum=1) that takes a website url as argument and scrapes it using bs4 and parses text content for all tags in the HTML scraped. Code for direct google search that invokes GoogleSearchAPI from https://github.com/abenassi/Google-Search-API has been commented due to 403 errors and might be enabled later for google search OSINT queries on people (name, organization, profiles). 1681.2 Above change is QAed by Commandline - python3.7 SocialNetworkAnalysis_PeopleAnalytics.py 2>&1 > testlogs/SocialNetworkAnalysis_PeopleAnalytics.log.9August2026 - and results are logged to testlogs/SocialNetworkAnalysis_PeopleAnalytics.log.9August2026
Srinivasan Kannan
More... 3 months ago
Updated Requirements.txt
Srinivasan Kannan
More... 3 months ago
Section 1595 updated
Srinivasan Kannan
More... 3 months ago
Updated NeuronRainUsecases.txt
Srinivasan Kannan
More... 3 months ago
Updated Requirements.txt
Srinivasan Kannan
More... 3 months ago
Section 1595 updated
Srinivasan Kannan
More... 3 months ago
Knowledge Graph edge triples of concepts in the context of Competitive Examination coaching
Srinivasan Kannan
More... 3 months ago
Updated Requirements.txt
Srinivasan Kannan
More... 3 months ago
Section 1676 updated
Srinivasan Kannan
More... 3 months ago
-------------------------------------------------------------------------------------------------------------------------------- 1676. (THEORY and FEATURE) GIS Live Traffic - OpenSky API as additional datasource - 20 July 2026 - related to 823,1163,1164,1174,1175,1177,1179,1194,1211,1226,1234,1290,1291,1292,1295,1296,1297,1301,1302,1304,1312,1313,1320,1323,1326,1328,1342,1343,1349,1350,1351,1362,1363,1377,1386,1387,1395,1397,1398,1412,1414,1423,1448,1449,1462,1471,1472,1476,1529,1531,1545,1546,1577 and all sections on GIS Urban Sprawl Analytics, Merit of Large Scale Visuals, Gridded Population Estimators (SEDAC GPW4 and GHSL convex hull estimators), DBSCAN and Neural Network Urban Extent Learners, Computational Geometry, Intrinsic Merit Rankings, Verlhulste-R Ricker Population Estimation, Community detection, Social Network Analytics, Space filling by Curves, Unequal Circle and Polynomial packing, Computational Geometry and Polygonal packing by Voronoi Tessellation, Four color theorem, Economic Merit, Computational Economics - GDP estimation from Urban sprawl demographics, electricity consumption, Poverty alleviation, Preferential Attachment, Automatic Delineation of Urban Sprawls, Cellular Automata-SLEUTH-Polya Urn-Dynamic Facegraph Urban Growth Models,Expander Graphs,Timeseries analysis,Graph Edit Distance and Earth mover distance, Face recognition,Graph Isomorphism (Exact, Approximate and Subgraph),Graph matching,Graph similarity,Image Search,Quadrilateral Mesh Deformation and Isomorphism,Maximum Common Subgraph Problem and Approximate Topological Matching,TomTom and HERE live road traffic API,Autonomous Online Shopping Delivery by Cargo drones,EventNet GEM -------------------------------------------------------------------------------------------------------------------------------- 1676.1 python-src/image_pattern_mining/ImageNet/GISLiveTraffic.py has been updated set default radius as -1 for fetching all flights by default from FlightRadar24. def flightradar24_live_air_traffic(zones=None,max_no_of_flights=10,radius=-1,latitude=12.439259,longitude=79.271851,airport_code="MAA") 1676.2 Node degrees of air traffic dynamic graph are printed (in addition to time respecting paths) which change over time due to volatility of interaction edges. 1676.3 There seems to be a problem in pyflightdata and most dataframes returned are blank probably because of premium FlightRadar24 API auth token credentials required. Additional exception handling has been introduced especially due to error in get_airport_metars(). 1676.4 New function opensky_live_air_traffic() has been introduced for additional aviation API datasource OpenSky mainly for getting (*) state vectors within a bounding box which are realtime sensor data (ADS-B etc.,) from aircraft flying within a rectangular region (*) flights data during time interval (*) arrivals and departures for a specific IATA airport code. REST invocation commandlines have been commented and direct OpenSky python API are used. 1676.5 HERE API function has been commented. Function opensky_live_air_traffic() is invoked to fetch flights data within a bounding box and their sensor state vectors. 1676.6 Commandline and QA test logs for above code changes : <VENV>/python3.13 GISLiveTraffic.py 2>&1 > testlogs/GISLiveTraffic.log.20July2026
Srinivasan Kannan
More... 3 months ago
-------------------------------------------------------------------------------------------------------------------------------- 1676. (THEORY and FEATURE) GIS Live Traffic - OpenSky API as additional datasource - 20 July 2026 - related to 823,1163,1164,1174,1175,1177,1179,1194,1211,1226,1234,1290,1291,1292,1295,1296,1297,1301,1302,1304,1312,1313,1320,1323,1326,1328,1342,1343,1349,1350,1351,1362,1363,1377,1386,1387,1395,1397,1398,1412,1414,1423,1448,1449,1462,1471,1472,1476,1529,1531,1545,1546,1577 and all sections on GIS Urban Sprawl Analytics, Merit of Large Scale Visuals, Gridded Population Estimators (SEDAC GPW4 and GHSL convex hull estimators), DBSCAN and Neural Network Urban Extent Learners, Computational Geometry, Intrinsic Merit Rankings, Verlhulste-R Ricker Population Estimation, Community detection, Social Network Analytics, Space filling by Curves, Unequal Circle and Polynomial packing, Computational Geometry and Polygonal packing by Voronoi Tessellation, Four color theorem, Economic Merit, Computational Economics - GDP estimation from Urban sprawl demographics, electricity consumption, Poverty alleviation, Preferential Attachment, Automatic Delineation of Urban Sprawls, Cellular Automata-SLEUTH-Polya Urn-Dynamic Facegraph Urban Growth Models,Expander Graphs,Timeseries analysis,Graph Edit Distance and Earth mover distance, Face recognition,Graph Isomorphism (Exact, Approximate and Subgraph),Graph matching,Graph similarity,Image Search,Quadrilateral Mesh Deformation and Isomorphism,Maximum Common Subgraph Problem and Approximate Topological Matching,TomTom and HERE live road traffic API,Autonomous Online Shopping Delivery by Cargo drones,EventNet GEM -------------------------------------------------------------------------------------------------------------------------------- 1676.1 python-src/image_pattern_mining/ImageNet/GISLiveTraffic.py has been updated set default radius as -1 for fetching all flights by default from FlightRadar24. def flightradar24_live_air_traffic(zones=None,max_no_of_flights=10,radius=-1,latitude=12.439259,longitude=79.271851,airport_code="MAA") 1676.2 Node degrees of air traffic dynamic graph are printed (in addition to time respecting paths) which change over time due to volatility of interaction edges. 1676.3 There seems to be a problem in pyflightdata and most dataframes returned are blank probably because of premium FlightRadar24 API auth token credentials required. Additional exception handling has been introduced especially due to error in get_airport_metars(). 1676.4 New function opensky_live_air_traffic() has been introduced for additional aviation API datasource OpenSky mainly for getting (*) state vectors within a bounding box which are realtime sensor data (ADS-B etc.,) from aircraft flying within a rectangular region (*) flights data during time interval (*) arrivals and departures for a specific IATA airport code. REST invocation commandlines have been commented and direct OpenSky python API are used. 1676.5 HERE API function has been commented. Function opensky_live_air_traffic() is invoked to fetch flights data within a bounding box and their sensor state vectors. 1676.6 Commandline and QA test logs for above code changes : <VENV>/python3.13 GISLiveTraffic.py 2>&1 > testlogs/GISLiveTraffic.log.20July2026
Srinivasan Kannan
More... 3 months ago
Updated Requirements.txt
Srinivasan Kannan
More... 3 months ago
Updated BestPractices.txt
Srinivasan Kannan
More... 3 months ago
Section 1667 updated
Srinivasan Kannan
More... 3 months ago
ChatGPT AI assessment of challenges involved in porting NeuronRain VIRGO Linux kernel to 6.x from 4.x - code changes are non-trivially significant
Srinivasan Kannan
More... 3 months ago
Grok XAI review of NeuronRain repositories https://github.com/shrinivaasanka and Google scholar profile https://scholar.google.com/citations?user=eLZY7CIAAAAJ&hl=en&authuser=1
Srinivasan Kannan
More... 3 months ago
Section 1665 updated
Srinivasan Kannan
More... 4 months ago
Section 1665 updated
Srinivasan Kannan
More... 4 months ago