tonioGZ

tensorly

TensorLy: Tensor Learning in Python.

tensorly-notebooks

Tensor methods in Python with TensorLy

TorchCraftAI

A platform that lets you build agents to learn to play StarCraft: Brood War.

smooth-topk

Smooth Loss Functions for Deep Top-k Classification

dfw

Implementation of the Deep Frank-Wolfe Algorithm -- Pytorch

pnn.pytorch.update

This repo houses the new PNN code, along with our responses to the issue raised in the recent Reddit discussion. The code is based on Michael Klachko’s repo with slight modification in model.py and main.py. All changes are marked.

WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

wavefunctioncollapse

Walk through an infinite, procedurally generated city

caches

C++ cache with LRU/LFU/FIFO policies implementation

cnn-watermark-removal

Fully convolutional deep neural network to remove transparent overlays from images

gpu_monitor

Monitor your GPUs whether they are on a single computer or in a cluster

s2snets-reconstruction

Demo code for reconstructed images from fine-tuned autoencoders

3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

arbitrary-image-stylization-tfjs

Arbitrary style transfer using TensorFlow.js

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

redner

Differentiable rendering without approximation.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

muniverse

µniverse: RL environments for HTML5 games

trellisnet

[ICLR'19] Trellis Networks for Sequence Modeling

trfl

TensorFlow Reinforcement Learning

mmdetection

OpenMMLab Detection Toolbox and Benchmark

robotics-rl-srl

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

PyTorch-NEAT

fastprogress

Simple and flexible progress bar for Jupyter Notebook and console

best-of-jupyter

Jupyter Tips, Tricks, Best Practices with Sample Code for Productivity Boost

dl-imperial-maths

Code and assignment repository for the Imperial College Mathematics department Deep Learning course

style2paints

sketch + style = paints :art: (TOG2018/SIGGRAPH2018ASIA)

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Python

All Algorithms implemented in Python