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anode

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

backtesting

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

blackbox_mpc

Sampling based Model Predictive Control package for Model-Based RL research

botorch

Bayesian optimization in PyTorch

box2d

Automatically exported from code.google.com/p/box2d

box2d-1

Box2D is a 2D physics engine for games

bullet-2.83-r2704

bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

caffe-render-for-cnn

Caffe version used by Render for CNN. See https://github.com/BVLC/caffe for updated original version.

causalml

Uplift modeling and causal inference with machine learning algorithms

courses

fast.ai Courses

ddcrp-gibbs

Gibbs sampler for the Distance Dependent Chinese Restaurant Process

deepkoopman

neural networks to learn Koopman eigenfunctions

deeprl

Highly modularized implementation of popular deep RL algorithms in PyTorch

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

densefusion

"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository

densephysnet-simulation

detection-proposals

Evaluation of detection performance, recall, and repeatability of detection proposal algorithms

diffcosim

By introducing a differentiable contact model, DiffCoSim extends the applicability of Lagrangian/Hamiltonian-inspired neural networks to enable learning of hybrid dynamics.

differentiable-particle-filters

Source code and data for the paper "Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors"

diffsim

Scalable Differentiable Physics for Learning and Control (ICML2020)

difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

dl_appointment

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

dpi-net

[ICLR 2019] Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids

dvrk_dynamics_identification

Dynamic model identification of the DVRK

faster_rcnn_pytorch

Faster RCNN with PyTorch