cdancette

NUWA

A unified 3D Transformer Pipeline for visual synthesis

EfficientZero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

LEADS

Learning Dynamical Systems that Generalize Across Environments

RobustVQA

A list of papers and resources (data, code, etc) for ROBUST visual question answering

nlp-phd-global-equality

A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP

dim

Dim, a media manager fueled by dark forces.

VILLA

Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part

je

je - interactive json explore tool. Designed to work with big json files

detect-shortcuts

Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering

fishr

Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization

sktime

A unified framework for machine learning with time series

Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

darts

A python library for user-friendly forecasting and anomaly detection on time series.

optimizers.pytorch

A collection of Optimizers, from famous to exotic, implemented in PyTorch

ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

deep-learning-figures

Figures I made during my PhD in Deep Learning, for my models and for context

CLEVRER

PyTorch implementation of ICLR 2020 paper "CLEVRER: CoLlision Events for Video REpresentation and Reasoning"

gantk2

GAN(TK)²: GAN Neural Tangent Kernel ToolKit

soho

[CVPR'21 Oral] Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning

CKA-Centered-Kernel-Alignment

Reproduce CKA: Similarity of Neural Network Representations Revisited

doctoshotgun

Script to automatically book a vaccine slot on Doctolib in the next seven days.

doctolib-vaccins

Savoir s'il y a des disponibilités pour une injection de 1ère dose dans certains centres en France

mdetr

backpack

BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.

collages-dataset

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

bias-mitigators

Demonstrates failures of bias mitigation methods under varying types/levels of biases (WACV 2021)

CLEVR-Hans

Repository for the CLEVR-Hans dataset

streamlit

Streamlit — A faster way to build and share data apps.