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Analyzed over 1 year ago. based on code collected over 1 year ago.

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

Tags

cas compiler numpy python symbolic

BSD 3-clause "New" or "Revised" License
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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

Poor security track-record
Favorable security track-record

Vulnerability Exposure Index

Many reported vulnerabilities
Few reported vulnerabilities

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About Project Security

Languages

Languages?height=75&width=75
Python
86%
C
11%
9 Other
3%

30 Day Summary

Jan 1 2020 — Jan 31 2020

12 Month Summary

Jan 31 2019 — Jan 31 2020
  • 26 Commits
    Down -121 (82%) from previous 12 months
  • 10 Contributors
    Down -11 (52%) from previous 12 months