🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

open Multi-View Stereo reconstruction library

COLMAP - Structure-from-Motion and Multi-View Stereo

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse m…

A package for the sparse identification of nonlinear dynamical systems from data

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Deep Reinforcement Learning for Keras.

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

Image restoration with neural networks but without learning.

Caffe: a fast open framework for deep learning.

Python Heart Rate Analysis Package, for both PPG and ECG signals

Speech Enhancement Generative Adversarial Network in TensorFlow

MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice

Implementation of several different types of autoencoders

RTL, Cmodel, and testbench for NVDLA

Zcash miner optimized for AMD & Nvidia GPUs

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

Inner- and Outer Recursive Neural Networks for Chemoinformatics

Deep Learning under Privileged Information Using Heteroscedastic Dropout (CVPR 2018, Official Repo)

Fast Fourier Color Constancy: an auto white balance solution with machine learning in Fourier space

Compare GAN code.

A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).

Standalone TensorBoard for visualizing in deep learning

explore DNNs via Infomration

Inception Score for GANs in Pytorch

long-term blood pressure prediction with deep recurrent neural networks