Project Summary
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano features:
* tight integration with numpy – Use numpy.ndarray in Theano-compiled functions.
* transparent use of a GPU – Perform data-intensive calculations up to 140x faster than with CPU.(float32 only)
* efficient symbolic differentiation – Theano does your derivatives for function with one or many inputs.
* speed and stability optimizations – Get the right answer for log(1+x) even when x is really tiny.
* dynamic C code generation – Evaluate expressions faster.
* extensive unit-testing and self-verification – Detect and diagnose many types of mistake.
github repository: http://github.com/Theano/Theano
In a Nutshell, theano...
- ...
- ...
-
...
has a well established, mature codebase
maintained by a small development team
with increasing Y-O-Y commits -
...
took an estimated 40 years of effort (COCOMO model)
starting with its first commit in January, 2008
ending with its most recent commit 10 months ago
Quick Reference
BSD 3-clause "New" or "Revised" License
Permitted
Commercial Use
Modify
Distribute
Place Warranty
Forbidden
Hold Liable
Use Trademarks
Required
Include Copyright
Include License
These details are provided for information only. No information here is legal advice and should not be used as such.
Project Security
Vulnerabilities per Version ( last 10 releases )
There are no reported vulnerabilities
Project Vulnerability Report
Security Confidence Index
Vulnerability Exposure Index
Did You Know...
-
...
65% of companies leverage OSS to speed application development in 2016
-
...
check out hot projects on the Open Hub
-
...
in 2016, 47% of companies did not have formal process in place to track OS code
-
...
learn about Open Hub updates and features on the Open Hub blog
30 Day SummarySep 2 2023 — Oct 2 2023
|
12 Month SummaryOct 2 2022 — Oct 2 2023
|
