Deep Learning

Frameworks for Neural Networks and Deep Learning.

Newest releases

rosinality Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) This implementation contains a lot of my guesses, so I think there are many differences to the official implementations
 

AstraZeneca A collection of research papers and software related to explainability in graph machine learning.
 

nerdyrodent A repo for running VQGAN+CLIP locally. This started out as a Katherine Crowson VQGAN+CLIP derived Google colab notebook.
 

zehuichen123 This repo contains the supported code and configuration files to reproduce object detection results of Disentangle Your Dense Object Detector. It is based on mmdetection.
 

opendilab OpenDILab Decision AI in StarCraftII
 

opendilab DI-drive - Decision Intelligence Platform for Autonomous Driving simulation.
 

opendilab DI-engine is a generalized Decision Intelligence engine. It supports most basic deep reinforcement learning (DRL) algorithms, such as DQN, PPO, SAC, and domain-specific algorithms like QMIX in multi-agent RL, GAIL in inverse RL, a
 

rafiqhasan Build Low Code Automated Tensorflow, What-IF explainable models in just 3 lines of code.
 

leeyegy PyTorch training code and pretrained models for SimDR (Simple yet effective Disentangled Representation for keypoint coordinate)
 

lucidrains Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
 

geohot Enabling tinygrad compatibility with the Google Edge TPU
 

openai This is an evaluation harness for the HumanEval problem solving dataset described in the paper "Evaluating Large Language Models Trained on Code".
 

chenmingxiang110 The AugNet Python module contains functions for the fast computation of image similarity.
 

somepago The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training
 

Brummi Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)
 

karttikeya A selection of State Of The Art research papers (and code) on human locomotion (pose + trajectory) prediction (forecasting)
 

open-mmlab MIM provides a unified API for launching and installing OpenMMLab projects and their extensions, and managing the OpenMMLab model zoo.
 

lucidrains Implementation of Denoising Diffusion Probabilistic Model in Pytorch. It is a new approach to generative modeling that may have the potential to rival GANs.
 

dareerahmadmufti This repo is related to Google Coding Challenge, given to Bright Network Internship Experience 2021. Language used here is python.
 

RosettaCommons This package contains deep learning models and related scripts to run RoseTTAFold This repository is the official implementation of RoseTTAFold: Accurate prediction of protein structures and interactions using a 3-track network.
 

lucidrains Implementation of the GBST (gradient-based subword tokenization) module from the Charformer paper, in Pytorch. The paper proposes a module that automatically learns subword representations, obviating the need for tokenizers in the
 

nateraw Fine-tune Vision Transformers for anything using images found on the web.
 

aterenin Gaussian Processes and Statistical Decision-making in Non-Euclidean Spaces
 

raoyongming Global Filter Networks is a transformer-style architecture that learns long-term spatial dependencies in the frequency domain with log-linear complexity.
 

gengyanlei reflective-clothes-detect-dataset、helemet detection yolov5、工作服(反光衣)检测数据集、安全帽检测、施工人员穿戴检测
 

microsoft AutoML - Neural Architecture Search
 

mrdimosthenis A lightweight library for neural networks that runs anywhere
 

AI4Finance-Foundation Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch. 🔥
 

visenger This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.
 

HuCaoFighting The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"(https://arxiv.org/abs/2105.05537). A validation for U-shaped Swin Transformer.
 

csebuetnlp This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages"