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Introduction to the Python Deep Learning Library Theano

Machine Learning Mastery

Last Updated on August 19, 2019 Theano is a Python library for fast numerical computation that can be run on the CPU or GPU. It is a key foundational library for Deep Learning in Python that you can u...

Debugging Theano: FAQ and Troubleshooting

Theano Tutorial

Debugging Theano: FAQ and Troubleshooting There are many kinds of bugs that might come up in a computer program. This page is structured as a FAQ. It provides recipes to tackle common problems, and i...

Hands-On Theano: One of the Most Powerful Scientific Tools for Python

Towards AI

In my previous article, I mentioned 13 Data Science libraries for Python and I also talked about Theano. But that was a brief introduction, today we will talk more specifically about Theano, its…

Profiling Theano function

Theano Tutorial

Profiling Theano function Note This method replace the old ProfileMode. Do not use ProfileMode anymore. Besides checking for errors, another important task is to profile your code in terms of speed a...

Not Just PyTorch and TensorFlow: 4 Other Deep Learning Libraries You Should Lnow

Towards Data Science

A quick introduction to JAX, MXNet, MATLAB, and Flux Photo by Gabriel Sollmann on Unsplash Machine learning libraries accelerate the deep learning revolution. They lowered the barrier of entry for pr...

ONNX: The Standard for Interoperable Deep Learning Models

Towards Data Science

Learn about the benefits of using the ONNX standard for deploying models across frameworks and hardware platforms Continue reading on Towards Data Science

Design an Easy-to-Use Deep Learning Framework

Towards Data Science

The three software design principles I learned as an open-source contributor Photo by Sheldon on Unsplash Deep learning frameworks are extremely transitory. If you compare the deep learning framework...

Fastai — the deep learning library that sits on top of Pytorch

Analytics Vidhya

TensorFlow and Pytorch are the most popular deep learning libraries of this moment. Besides that there are high level deep learning libraries. On top of Tensorflow there is Keras; a popular high…

☕️ 🕸 Deep Learning for Java and .NET Developers

TheSequence

📝 Editorial The deep learning space is mostly a Python game. Python’s flexibility and mathematically intuitive syntax have made it a favorite language of AI researchers and technologists producing a ...

Multi cores support in Theano

Theano Tutorial

Multi cores support in Theano Convolution and Pooling Since Theano 0.9dev2, the convolution and pooling are parallelized on CPU. BLAS operation BLAS is an interface for some mathematical operations b...

Appendix: Tools for Deep Learning

Dive intro Deep Learning Book

To get the most out of Dive into Deep Learning , we will talk you through different tools in this appendix, such as for running and contributing to this interactive open-source book.