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

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

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

open Multi-View Stereo reconstruction library

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

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

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

Inner- and Outer Recursive Neural Networks for Chemoinformatics

🤗 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.

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…

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

Pulse Oximeter Analysis

Compare GAN code.

Speech Enhancement Generative Adversarial Network in TensorFlow

Code for Stochastic Hyperparameter Optimization through Hypernetworks

This repository contains the code to reproduce the core results from the paper "The Numerics of GANs".

Code for the NIPS17 paper "Stabilizing Training of Generative Adversarial Networks through Regularization"

Inception Score for GANs in Pytorch

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

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

Implementation of C-RNN-GAN.

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

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

Repo containing a copy of mcbench benchmarks

Neural networks with only 1x1 convolutions. Period.