An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/niutrans/cnsurvey

一份中文综述文章列表(自然语言处理&机器学习)

deep-learning machine-learning natural-language-processing surveys

Last synced: 30 Jan 2026

https://github.com/graal-research/poutyne

A simplified framework and utilities for PyTorch

data-science deep-learning keras machine-learning neural-network python pytorch

Last synced: 11 Jan 2026

https://github.com/ikostrikov/pytorch-flows

PyTorch implementations of algorithms for density estimation

deep-learning density-estimation neural-networks probabilities pytorch

Last synced: 05 Apr 2025

https://github.com/lucidrains/ema-pytorch

A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model

artificial-intelligence deep-learning exponential-moving-average

Last synced: 14 May 2025

https://github.com/robotlocomotion/pytorch-dense-correspondence

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

3d artificial-intelligence computer-vision deep-learning manipulation pytorch robotics self-supervised-learning vision

Last synced: 04 Apr 2025

https://github.com/foolwood/pytorch-slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

deep-learning fast-inference l1-regularization pytorch weight-pruning

Last synced: 05 Apr 2025

https://github.com/szymonmaszke/torchlayers

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

deep-learning framework inference keras layers library machine-learning pytorch shape sota

Last synced: 16 May 2025

https://github.com/BobMcDear/attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

cuda deep-learning machine-learning openai openai-triton pytorch triton

Last synced: 23 Aug 2025

https://github.com/RobotLocomotion/pytorch-dense-correspondence

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

3d artificial-intelligence computer-vision deep-learning manipulation pytorch robotics self-supervised-learning vision

Last synced: 07 May 2025

https://github.com/liuzhuang13/slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

convolutional-neural-networks deep-learning efficient-inference

Last synced: 13 Oct 2025

https://github.com/Diyago/Tabular-data-generation

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

adversarial-filtering deep-learning feature-engineering gan gans machine-learning python tabular-data train-dataframe

Last synced: 01 Apr 2026

https://github.com/yassouali/ml-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

computer-vision deep-learning machine-learning natural-language-processing nlp summary

Last synced: 17 Feb 2026

https://github.com/OpenBMB/BMInf

Efficient Inference for Big Models

deep-learning gpu pretrained-language-models

Last synced: 05 Apr 2025

https://github.com/Turoad/lanedet

An open source lane detection toolbox based on PyTorch, including SCNN, RESA, UFLD, LaneATT, CondLane, etc.

conditional-lane-detection culane deep-learning lane-detection lane-detection-toolbox lane-line-detection laneatt resa scnn tusimple ufld

Last synced: 20 Mar 2025

https://github.com/ironjr/grokfast

Official repository for the paper "Grokfast: Accelerated Grokking by Amplifying Slow Gradients"

deep-learning grokking machine-learning optimization signal-processing

Last synced: 04 Jun 2026

https://github.com/relevanceai/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 17 Feb 2026

https://github.com/zsdonghao/deep-learning-book

《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville

deep-learning gan machine-learning tensorflow tensorlayer

Last synced: 04 Apr 2025

https://github.com/yassouali/ML-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP papers.

computer-vision deep-learning machine-learning natural-language-processing nlp summary

Last synced: 03 Apr 2025

https://github.com/facebookresearch/NeuralCompression

A collection of tools for neural compression enthusiasts.

compression deep-learning jax machine-learning neural-compression python pytorch

Last synced: 15 Jul 2025

https://github.com/GRAAL-Research/poutyne

A simplified framework and utilities for PyTorch

data-science deep-learning keras machine-learning neural-network python pytorch

Last synced: 27 Mar 2025

https://github.com/KDD-OpenSource/DeepADoTS

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

anomaly-detection deep-learning pytorch tensorflow time-series timeseries

Last synced: 14 Mar 2025

https://github.com/ViTAE-Transformer/ViTDet

Unofficial implementation for [ECCV'22] "Exploring Plain Vision Transformer Backbones for Object Detection"

deep-learning object-detection pytorch vision-transformer

Last synced: 08 May 2025

https://github.com/RelevanceAI/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 27 Apr 2025

https://github.com/inoryy/reaver

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

actor-critic artificial-intelligence deep-learning deepmind machine-learning pysc2 reinforcement-learning starcraft-ii starcraft2 tensorflow

Last synced: 13 Apr 2025

https://github.com/roboflow/roboflow-python

The official Roboflow Python package. Manage your datasets, models, and deployments. Roboflow has everything you need to build a computer vision application.

computer-vision deep-learning machine-learning python

Last synced: 15 Apr 2026

https://github.com/zalandoresearch/pytorch-vq-vae

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

deep-learning pytorch vae vq-vae

Last synced: 05 Apr 2025

https://github.com/Maknee/minigpt4.cpp

Port of MiniGPT4 in C++ (4bit, 5bit, 6bit, 8bit, 16bit CPU inference with GGML)

c cpp deep-learning ggml machine-learning minigpt4 multimodal quantization

Last synced: 15 Apr 2025

https://github.com/mlachmish/MusicGenreClassification

Classify music genre from a 10 second sound stream using a Neural Network.

deep-learning music-genre-classification neural-network paper tensorflow

Last synced: 27 Mar 2025

https://github.com/hkchengrex/STCN

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

computer-vision deep-learning neurips-2021 pytorch segmentation video-object-segmentation video-segmentation

Last synced: 13 Feb 2026

https://github.com/lucidrains/pi-zero-pytorch

Implementation of π₀, the robotic foundation model architecture proposed by Physical Intelligence

artificial-intelligence deep-learning flow-matching flow-policy robotics transformers

Last synced: 21 Jan 2026

https://github.com/jdai-cv/centerx

This repo is implemented based on detectron2 and centernet

caffe centernet centerx deep-learning detectron2 fast-reid object-detection onnx tensorrt

Last synced: 05 Apr 2025

https://github.com/mit-han-lab/mcunet

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning

deep-learning microncontroller neural-architecture-search pytorch tinyml

Last synced: 13 May 2025

https://github.com/snap-stanford/deepsnap

Python library assists deep learning on graphs

deep-learning graph-neural-networks pytorch

Last synced: 16 May 2025

https://github.com/broadinstitute/keras-rcnn

Keras package for region-based convolutional neural networks (RCNNs)

cntk deep-learning image-segmentation object-detection tensorflow theano

Last synced: 16 May 2025

https://github.com/andreibarsan/dynslam

Master's Thesis on Simultaneous Localization and Mapping in dynamic environments. Separately reconstructs both the static environment and the dynamic objects from it, such as cars.

autonomous-vehicles computer-vision deep-learning dense eth-zurich master-thesis slam

Last synced: 04 Apr 2025

https://github.com/JDAI-CV/centerX

This repo is implemented based on detectron2 and centernet

caffe centernet centerx deep-learning detectron2 fast-reid object-detection onnx tensorrt

Last synced: 19 Jul 2025

https://github.com/omriav/blended-diffusion

Official implementation for "Blended Diffusion for Text-driven Editing of Natural Images" [CVPR 2022]

blended-diffusion deep-learning diffusion multimodal openai openai-clip text-guided-manipulation text-to-image

Last synced: 28 Mar 2025

https://github.com/ilovepose/DarkPose

Distribution-Aware Coordinate Representation for Human Pose Estimation

coco-dataset deep-learning human-pose-estimation mpii-dataset mscoco-keypoint

Last synced: 12 May 2025

https://github.com/pulp-platform/pulp-dronet

A deep learning-powered visual navigation engine to enables autonomous navigation of pocket-size quadrotor - running on PULP

artificial-intelligence autonomous-quadcoptor closed-loop-control cnn deep-learning end-to-end-learning nano-uav pulp riscv

Last synced: 07 Feb 2026

https://github.com/tencent/forward

A library for high performance deep learning inference on NVIDIA GPUs.

cuda deep-learning forward gpu inference inference-engine keras neural-network onnx pytorch tensorflow tensorrt

Last synced: 05 Apr 2025

https://github.com/hi-abhi/tensorflow-value-iteration-networks

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

deep-learning machine-learning neural-networks reinforcement-learning tensorflow

Last synced: 19 Jul 2025

https://github.com/hkchengrex/stcn

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

computer-vision deep-learning neurips-2021 pytorch segmentation video-object-segmentation video-segmentation

Last synced: 05 Apr 2025

https://github.com/facebookresearch/neuralcompression

A collection of tools for neural compression enthusiasts.

compression deep-learning jax machine-learning neural-compression python pytorch

Last synced: 16 May 2025

https://github.com/aimagelab/dress-code

Dress Code: High-Resolution Multi-Category Virtual Try-On. ECCV 2022

artificial-intelligence computer-vision deep-learning dress-code eccv2022 virtual-try-on

Last synced: 15 May 2025

https://github.com/azure/mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

azure azuremachinelearning azureml deep-learning devops machine-learning microsoft mlops mlops-environment mlops-project mlops-template mlops-workflow

Last synced: 12 Apr 2025

https://github.com/microsoft/InnerEye-DeepLearning

Medical Imaging Deep Learning library to train and deploy 3D segmentation models on Azure Machine Learning

azure deep-learning healthcare medical-imaging

Last synced: 30 Mar 2025

https://github.com/mmasana/facil

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

continual-learning deep-learning framework incremental-learning lifelong-learning machine-learning reproducible-research survey

Last synced: 03 Oct 2025

https://github.com/fatescript/centernet-better

An easy to understand and better performance version of CenterNet

computer-vision deep-learning object-detection

Last synced: 05 Apr 2025

https://github.com/FateScript/CenterNet-better

An easy to understand and better performance version of CenterNet

computer-vision deep-learning object-detection

Last synced: 19 Jul 2025

https://github.com/raoyongming/DynamicViT

[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

computer-vision deep-learning image-classification vision-transformers

Last synced: 08 May 2025

https://github.com/ternaus/ternausnetv2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

computer-vision deep-learning image-segmentation python pytorch satellite-imagery

Last synced: 05 Apr 2025

https://github.com/zssloth/Embedded-Neural-Network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

asic compression deep-learning fpga neural-network

Last synced: 16 Nov 2025

https://github.com/Tencent/Forward

A library for high performance deep learning inference on NVIDIA GPUs.

cuda deep-learning forward gpu inference inference-engine keras neural-network onnx pytorch tensorflow tensorrt

Last synced: 18 Apr 2025

https://github.com/ternaus/TernausNetV2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

computer-vision deep-learning image-segmentation python pytorch satellite-imagery

Last synced: 13 May 2025

https://github.com/lucidrains/nuwa-pytorch

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

artificial-intelligence attention-mechanism deep-learning text-to-audio text-to-video transformers

Last synced: 12 Apr 2025

https://github.com/kevin-ssy/FishNet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

deep-learning detection-network image-classification imagenet segmentation

Last synced: 08 May 2025

https://github.com/kevin-ssy/fishnet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

deep-learning detection-network image-classification imagenet segmentation

Last synced: 05 Apr 2025

https://github.com/yandex-research/tab-ddpm

[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"

ai deep-learning diffusion-models pytorch synthetic-data tabular

Last synced: 11 Apr 2026

https://github.com/zhihu/cubert

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

bert cuda deep-learning inference mkl predict tensorflow transformer

Last synced: 05 Apr 2025

https://github.com/PaddleJitLab/CUDATutorial

A self-learning tutorail for CUDA High Performance Programing.

cuda-programming deep-learning

Last synced: 14 May 2025

https://github.com/bshao001/chatlearner

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

beam-search chatbot deep-learning nmt nmt-model python rule-based seq2seq-model sequence-to-sequence tensorflow tensorflow-chatbot

Last synced: 05 Apr 2025

https://github.com/bradyz/cross_view_transformers

Cross-view Transformers for real-time Map-view Semantic Segmentation (CVPR 2022 Oral)

cvpr2022 deep-learning pytorch transformer

Last synced: 02 Apr 2026

https://github.com/thinklab-sjtu/crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

deep-learning time-series-forecasting transformers

Last synced: 05 Apr 2025

https://github.com/tensorlayer/TensorLayerX

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

deep-learning jittor machine-learning mindspore neural-network oneflow paddlepaddle python pytorch tensorflow tensorlayer tensorlayerx

Last synced: 13 May 2025

https://github.com/PINTO0309/OpenVINO-YoloV3

YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO

cpu deep-learning deeplearning ncs object-detection opencv openvino python tensorflow yolov3

Last synced: 21 Apr 2025

https://github.com/Thinklab-SJTU/Crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

deep-learning time-series-forecasting transformers

Last synced: 01 Apr 2025

https://github.com/chunelfeng/caiss

一款简单好用的 跨平台/多语言的 相似向量/相似词/相似句 高性能检索引擎。欢迎star & fork。Build together! Power another !

ai ann chatbot deep-learning faiss hnsw mrpt nlp search-engine similarity-search

Last synced: 05 Apr 2025

https://github.com/waldo-vision/optical.flow.demo

A project that uses optical flow and machine learning to detect aimhacking in video clips.

anti-cheat anticheat deep-learning fps fps-shooter gaming machine-learning opencv opencv-python optical-flow

Last synced: 17 Jul 2025

Deep learning Awesome Lists
awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 455 learn-ai-engineering 114 Awesome-Geospatial 1,521 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 awesome-anomaly-detection 138 Awesome-Deblurring 444 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 183 awesome-deep-trading 94 awesome-radar-perception 559