Mehdi Cherti's repositories
BigGAN-PyTorch
The author's officially unofficial PyTorch BigGAN implementation.
data-efficient-gans
Differentiable Augmentation for Data-Efficient GAN Training
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
DeepCOVIDExplainer
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest Radiography Images
DeepLearningExamples
Deep Learning Examples
fast-transformers
Pytorch library for fast transformer implementations
iSketchNFill
Software that can autocomplete sketches as the user starts drawing.
matminer
data mining for Materials Science
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
pytorch-lamb
Implementation of https://arxiv.org/abs/1904.00962
pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
pytorch-vqvae
Vector Quantized VAEs - PyTorch Implementation
ramp-board
RAMP packages: database, backend, frontend, utilities
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
SimCLR-1
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
stylegan2-pytorch
Simplest working implementation of Stylegan2 in Pytorch.
svgpathtools
A collection of tools for manipulating and analyzing SVG Path objects and Bezier curves.
talos
A modern Linux distribution for Kubernetes.
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels (ECCV 2020)