Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
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Back-end Developer Contributions:118 commits, 15 PRs, 43 comments in 2 years 4 months
Contributions summary:Amjad primarily contributed to improving and extending the documentation and profiling tools within the Theano library. They updated existing tutorials, adding profiling outputs and modifying the guidance for CPU and GPU computations. Additionally, the user made various code adjustments, including adding support for Python 3.x and correcting minor typos to refine the documentation and usability of the library's features.
mathematical-expressionsmultidimensional-arrayspymcpythontheano
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ML Engineer Contributions:29 commits, 1 PR, 1 comment in 1 year 1 month
Contributions summary:Amjad primarily contributed to unit testing and updating the example tutorial for the softmax regression model within the `pylearn2` repository. Their work involved adding test cases to verify the functionality of the tutorial notebook and ensuring the output was up to date. Further commits modified the way the project accesses the tutorials folder and ensures that all cells within the notebook are up to date.
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