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Frédéric Bastien's Projects

minivect icon minivect

Mini compiler for array expressions. Provide mappings between the original AST and minivect, specialize according to data layout and compile using whatever code generator backend is provided.

nextml2015 icon nextml2015

This repo contain the exercies of the Next.ML 2015 presentation

nips14-ssl icon nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

numba icon numba

NumPy aware dynamic Python compiler using LLVM

pydy icon pydy

Multibody dynamics tool kit.

pygithooks icon pygithooks

Git pre-commits hooks for doing Python code formatting checks

pykit icon pykit

Backend compiler for high-level typed code with first-class support for multi-dimensional arrays, objects and complex numbers.

pylearn2 icon pylearn2

A Machine Learning library based on Theano (fork by Olivier Delalleau)

pymc3 icon pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

rudra-dist icon rudra-dist

Harness for distributed deep neural network training.

seq-gen icon seq-gen

This project's aim is to develop intelligent neural networks who can write like Shakespeare.

summerschool2015 icon summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theanoconv3d2d icon theanoconv3d2d

A Conv3D implementation for Theano based on Conv2d, so that it works on GPU

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