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/alibaba-edu/simple-effective-text-matching-pytorch

A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

deep-learning nlp pytorch quora-question-pairs snli

Last synced: 09 Apr 2025

https://github.com/asdfjkl/neural_network_chess

Free Book about Deep-Learning approaches for Chess (like AlphaZero, Leela Chess Zero and Stockfish NNUE)

alphazero chess deep-learning nnue

Last synced: 29 Jan 2026

https://github.com/AssemblyAI-Community/MinImagen

MinImagen: A minimal implementation of the Imagen text-to-image model

deep-learning diffusion-models imagen pytorch super-resolution text-to-image

Last synced: 18 Jul 2025

https://github.com/lucidrains/transformer-in-transformer

Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch

artificial-intelligence deep-learning image-classification transformers

Last synced: 05 Apr 2025

https://github.com/ikostrikov/pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

ddpg deep-deterministic-policy-gradient deep-learning pytorch reinforcement-learning

Last synced: 07 Apr 2025

https://github.com/nianticlabs/diffusionerf

[CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

deep-learning diffusion diffusion-models nerf neuralradiance-fields radiance-field reconstruction regularization

Last synced: 07 Apr 2025

https://github.com/1adrianb/pytorch-estimate-flops

Estimate/count FLOPS for a given neural network using pytorch

convolutional-neural-networks deep-learning flops pytorch pytorch-estimate-flops

Last synced: 05 Apr 2025

https://github.com/assemblyai-community/minimagen

MinImagen: A minimal implementation of the Imagen text-to-image model

deep-learning diffusion-models imagen pytorch super-resolution text-to-image

Last synced: 07 Apr 2025

https://github.com/dair-ai/nlp_newsletter

📰Natural language processing (NLP) newsletter

deep-learning machine-learning nlp

Last synced: 03 Mar 2026

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

Keras package for deep residual networks

deep-learning keras tensorflow theano

Last synced: 12 Apr 2025

https://github.com/SPFlow/SPFlow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

deep-learning graphical-models machine-learning mixture-model spn sum-product-networks tensorflow-models

Last synced: 19 Jul 2025

https://github.com/epistimio/orion

Asynchronous Distributed Hyperparameter Optimization.

auto-ml deep-learning deep-neural-networks hyperparameter-optimization machine-learning research

Last synced: 14 Jan 2026

https://github.com/minimaxir/reactionrnn

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

deep-learning keras r sentiment-analysis tensorflow

Last synced: 06 Apr 2025

https://github.com/cure-lab/pnpinversion

[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch

Last synced: 09 Apr 2025

https://github.com/Yuan-ManX/audio-development-tools

This is a list of sound, audio and music development tools which contains machine learning, audio generation, audio signal processing, sound synthesis, spatial audio, music information retrieval, music generation, speech recognition, speech synthesis, singing voice synthesis and more.

artificial-intelligence audio audio-generation audio-processing deep-learning dsp machine-learning music music-generation signal-processing speech speech-processing speech-synthesis

Last synced: 17 Mar 2025

https://github.com/XanaduAI/quantum-neural-networks

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

deep-learning machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow

Last synced: 01 May 2025

https://github.com/cure-lab/PnPInversion

[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch

Last synced: 03 Apr 2025

https://github.com/astrumai/DeepLearningWithTF2.0

Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book

algorithms deep-learning jupyter-notebook machine-learning python tensorflow

Last synced: 18 Mar 2025

https://github.com/thuml/Flowformer

About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf

deep-learning

Last synced: 27 Apr 2025

https://github.com/ray-project/ray-educational-materials

This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.

deep-learning distributed-machine-learning generative-ai llm llm-inference llm-serving ray ray-data ray-distributed ray-serve ray-train ray-tune

Last synced: 08 May 2025

https://github.com/sleepychord/improvedgan-pytorch

Semi-supervised GAN in "Improved Techniques for Training GANs"

deep-learning generative-adversarial-network semi-supervised-learning

Last synced: 16 Jan 2026

https://cure-lab.github.io/PnPInversion/

[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch

Last synced: 27 Mar 2025

https://github.com/prbonn/4dmos

Receding Moving Object Segmentation in 3D LiDAR Data Using Sparse 4D Convolutions (RAL 2022)

4d deep-learning lidar minkowski minkowskiengine mos moving object point-cloud point-cloud-processing segmentation

Last synced: 12 Apr 2025

https://github.com/edouardoyallon/pyscatwave

Fast Scattering Transform with CuPy/PyTorch

deep-learning pytorch scattering-transform

Last synced: 09 Apr 2025

https://github.com/spflow/spflow

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

deep-learning graphical-models machine-learning mixture-model spn sum-product-networks tensorflow-models

Last synced: 07 Mar 2026

https://github.com/lifeomic/sparkflow

Easy to use library to bring Tensorflow on Apache Spark

apache-spark dataframe deep-learning lifeomic pipeline spark-ml tensorflow

Last synced: 04 Apr 2025

https://github.com/ChandlerBang/Pro-GNN

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

adversarial-attacks attack-defense deep-learning defense graph-mining graph-neural-networks graph-structure-recovery machine-learning pytorch semi-supervised-learning

Last synced: 21 Jul 2025

https://github.com/jrieke/awesome-machine-learning-startups-berlin?tab=readme-ov-file

🤖 A curated list of machine learning & artificial intelligence startups in Berlin (Germany)

artificial-intelligence berlin berlin-startup-jobs deep-learning germany machine-learning startup startups

Last synced: 14 Oct 2025

https://github.com/suyukun666/UFO

Official PyTorch implementation of the “A Unified Transformer Framework for Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection”. (TMM2023)

co-saliency-detection co-segmentation deep-learning inpainting matching pytorch video video-salient-object-detection

Last synced: 29 Apr 2025

https://github.com/PRBonn/4DMOS

Receding Moving Object Segmentation in 3D LiDAR Data Using Sparse 4D Convolutions (RAL 2022)

4d deep-learning lidar minkowski minkowskiengine mos moving object point-cloud point-cloud-processing segmentation

Last synced: 20 Mar 2025

https://github.com/PKU-DAIR/Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

artificial-intelligence autograd data-science deep-learning deep-neural-networks distributed-systems distributed-training embeddings gpu high-dimensional machine-learning python state-of-the-art

Last synced: 20 Mar 2025

https://github.com/lgy112112/ikan

ikan: many kan variants for every body

deep-learning kan neural-network tutorial

Last synced: 11 Mar 2026

https://github.com/Lightning-AI/tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

deep-learning jupyter-notebook lightning machine-learning notebooks python-scripts tutorials

Last synced: 26 Sep 2025

https://github.com/google/deepsomatic

DeepSomatic is an analysis pipeline that uses a deep neural network to call somatic variants from tumor-normal and tumor-only sequencing data.

bioinformatics deep-learning deepsomatic dna genome genomics machine science sequencing somatic-mutations somatic-variants

Last synced: 06 Mar 2026

https://github.com/microsoft/hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

ai azure azureml deep-learning health healthcare machine-learning ml mlops python

Last synced: 18 Aug 2025

https://github.com/huochaitiantang/pytorch-deep-image-matting

Pytorch implementation of deep image matting

deep-learning matting

Last synced: 08 May 2025

https://github.com/jaxony/shufflenet

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

artificial-intelligence convolution deep-learning neural-network pytorch

Last synced: 09 Apr 2025

https://github.com/Epistimio/orion

Asynchronous Distributed Hyperparameter Optimization.

auto-ml deep-learning deep-neural-networks hyperparameter-optimization machine-learning research

Last synced: 08 May 2025

https://github.com/google-research/retvec

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.

deep-learning natural-language-processing nlp python tensorflow text-classification

Last synced: 08 Apr 2025

https://github.com/chandlerbang/pro-gnn

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

adversarial-attacks attack-defense deep-learning defense graph-mining graph-neural-networks graph-structure-recovery machine-learning pytorch semi-supervised-learning

Last synced: 09 Apr 2025

https://github.com/microsoft/molecule-generation

Implementation of MoLeR: a generative model of molecular graphs which supports scaffold-constrained generation

deep-learning generative-model graph-neural-networks molecule-generation

Last synced: 04 Apr 2025

https://github.com/dotchen/LearningByCheating

(CoRL 2019) Driving in CARLA using waypoint prediction and two-stage imitation learning

autonomous-vehicles carla deep-learning imitation-learning pytorch robotics sensorimotor-learning

Last synced: 16 Nov 2025

https://github.com/wonjongg/StyleCariGAN

[SIGGRAPH 2021] Official implementation of "StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation"

deep-learning pytorch

Last synced: 19 Jul 2025

https://github.com/lucastabelini/PolyLaneNet

Code for the paper entitled "PolyLaneNet: Lane Estimation via Deep Polynomial Regression" (ICPR 2020)

deep-learning lane-detection pytorch

Last synced: 20 Mar 2025

https://github.com/prodramp/DeepWorks

A collection of Deep Learning projects and resources

artificial-intelligence deep-learning generative-models llm machine-learning pytorch tensorflow

Last synced: 26 Mar 2025

https://github.com/idea-research/humansd

[ICCV 2023] The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"

conditional-image-generation deep-learning iccv iccv2023 image-generation pytorch

Last synced: 09 Apr 2025

https://github.com/sugarme/tokenizer

NLP tokenizers written in Go language

deep-learning golang-tokenizer nlp tokenizer

Last synced: 16 Jan 2026

https://github.com/paddlepaddle/paddlecloud

PaddlePaddle Docker images and K8s operators for PaddleOCR/Detection developers to use on public/private cloud.

deep-learning kubernetes-cluster paddlepaddle-cloud

Last synced: 07 Apr 2025

https://github.com/lilianweng/deep-reinforcement-learning-gym

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

deep-learning deep-reinforcement-learning openai-gym tensorflow tensorflow-tutorials

Last synced: 07 Apr 2025

https://github.com/ZumoLabs/zpy

Synthetic data for computer vision. An open source toolkit using Blender and Python.

ai blender blender-addon computer-vision data deep-learning ml python synthetic synthetic-data

Last synced: 11 May 2025

https://github.com/tensorlang/tensorlang

Tensorlang, a differentiable programming language based on TensorFlow

automatic-differentiation deep-learning machine-learning programming-language tensorflow

Last synced: 19 Jul 2025

https://github.com/IDEA-Research/HumanSD

[ICCV 2023] The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"

conditional-image-generation deep-learning iccv iccv2023 image-generation pytorch

Last synced: 28 Mar 2025

https://github.com/diambra/arena

DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation

artificial-intelligence competitions deep-learning deep-reinforcement-learning esports machine-learning reinforcement-learning tournaments video-games

Last synced: 26 Mar 2025

https://github.com/lucidrains/routing-transformer

Fully featured implementation of Routing Transformer

artificial-intelligence attention-mechanism deep-learning pytorch transformer

Last synced: 05 Apr 2025

https://github.com/rbonghi/jetson_easy

🔩 Automatically script to setup and configure your NVIDIA Jetson [Nano, Xavier, TX2i, TX2, TX1, TK1] . This script run different modules to update, fix and patch the kernel, install ROS and other...

agx deep-learning jetson jetson-easy jetson-nano jetson-performance jetson-tk1 jetson-tx1 jetson-tx2 kernel nvidia nvidia-jetson opencv ros xavier zed

Last synced: 09 Apr 2025

https://github.com/jaxony/ShuffleNet

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

artificial-intelligence convolution deep-learning neural-network pytorch

Last synced: 29 Mar 2025

https://github.com/zhutmost/lsq-net

Unofficial implementation of LSQ-Net, a neural network quantization framework

deep-learning neural-network-quantization

Last synced: 06 Apr 2025

https://github.com/carpedm20/visual-analogy-tensorflow

Tensorflow implementation of "Deep Visual Analogy-Making"

analogy-transformations deep-learning tensorflow

Last synced: 06 May 2025

https://github.com/awslabs/keras-apache-mxnet

[DEPRECATED] Amazon Deep Learning's Keras with Apache MXNet support

apache-mxnet deep-learning keras keras-mxnet keras-neural-networks keras-tutorials mxnet python

Last synced: 19 Jul 2025

https://github.com/ruhyadi/yolo3d

YOLO 3D Object Detection for Autonomous Driving Vehicle

3d-object-detection deep-learning pytorch self-driving-car yolo

Last synced: 06 Apr 2025

https://github.com/mattn/go-tflite

Go binding for TensorFlow Lite

deep-learning go golang tensorflow-lite tflite

Last synced: 14 Jan 2026

https://github.com/shengliu66/ELR

Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels

deep-learning noisy-labels robust-learning statistical-learning

Last synced: 08 May 2025

https://github.com/dena/handyrl

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

deep-learning distributed-training games machine-learning policy-gradient pytorch reinforcement-learning

Last synced: 16 May 2025

https://github.com/rickiepark/hg-mldl

<혼자 공부하는 머신러닝+딥러닝>의 코드 저장소입니다.

deep-learning keras machine-learning scikit-learn tensorflow

Last synced: 16 May 2025

https://github.com/DeNA/HandyRL

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

deep-learning distributed-training games machine-learning policy-gradient pytorch reinforcement-learning

Last synced: 03 Apr 2025

https://github.com/yeungchenwa/FontDiffuser

[AAAI2024] FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning

deep-learning diffusers diffusion font-generation image-generation

Last synced: 28 Mar 2025

https://github.com/ml4code/ml4code.github.io

Website for "A Survey of Machine Learning for Big Code and Naturalness"

deep-learning machine-learning ml4code naturalness survey

Last synced: 09 Jul 2025

https://github.com/tianheyu927/mil

Code for "One-Shot Visual Imitation Learning via Meta-Learning"

deep-learning imitation-learning meta-learning robotics

Last synced: 09 Apr 2025

https://github.com/iwatake2222/inferencehelper

C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow

cpp deep-learning deeplearning inference mnn ncnn nnabla opencv tensorflow tensorrt

Last synced: 11 Jun 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-deep-trading 94 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559