sanketloke

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

PythonRobotics

Python sample codes for robotics algorithms.

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

adahessian

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

deluca

Performant, differentiable reinforcement learning

Wolf3D-Mac

The original Macintosh Wolfenstein 3D source release.

genforce

An efficient PyTorch library for deep generative modeling.

difftaichi

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

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

system-design-algorithms

Advanced data structure and algorithm for system design，系统设计需要了解的算法

3d-photo-inpainting

[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

SoftRas

Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

glow

Compiler for Neural Network hardware accelerators

aho-corasick

A fast implementation of Aho-Corasick in Rust.

mason

REST APIs with JSP tags, SQL and much more.

pytorch_geometric

Graph Neural Network Library for PyTorch

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

iCAN

[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

blockdrop

BlockDrop: Dynamic Inference Paths in Residual Networks

residual_adapters

skipnet

Code for SkipNet: Learning Dynamic Routing in Convolutional Networks (ECCV 2018)

pwc

This repository is no longer maintained.

spacemacs

A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs *and* Vim!

drnet_cvpr2017

Detecting Visual Relationships with Deep Relational Networks

actions-for-actions

Diagnostic tools and additional visualizations from "What Actions are Needed for Understanding Human Actions in Videos?" ICCV 2017

Open3D

Open3D: A Modern Library for 3D Data Processing

video-caption.pytorch

pytorch implementation of video captioning