nouiz

DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

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.

gtc2017

GTC2017 Theano Hands-on lab

Theano-Docker

Theano Docker files

pylearn2

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

aiwiththebest2016

Theano presentation for http://ai.withthebest.com/

numpy

Numpy main repository

presentations

Repo for some of my presentation

tensorflow

An Open Source Machine Learning Framework for Everyone

array_record

ccw_tutorial

chainer

A flexible framework of neural networks for deep learning

conda

OS-agnostic, system-level binary package manager and ecosystem

cpython

The Python programming language

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

DeepLearningExamples

Deep Learning Examples

flax

Flax is a neural network library for JAX that is designed for flexibility.

icarogw

Icarogw is a pure python package to estimate population properties of noisy observations in presence of selection biases. The code is mostly used for gravitational waves observations.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

JAX-Toolbox

JAX-Toolbox

jax_custom_ops_and_custom_partitioning

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

libgpuarray

Library to manipulate tensors on the GPU.

praxis

pymc3

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

python-gsoc.github.io

Website and ideas page for Python's Google Summer of Code efforts

t5x

TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper GPUs, to provide better performance with lower memory utilization in both training and inference.

xla

A machine learning compiler for GPUs, CPUs, and ML accelerators

XLB

XLB: Accelerated Lattice Boltzmann (XLB) based on JAX for Physics-based ML