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/GunhoChoi/Kind-PyTorch-Tutorial

Kind PyTorch Tutorial for beginners

deep-learning python pytorch pytorch-tutorial

Last synced: 07 May 2025

https://github.com/dongb5/GAN-Timeline

A timeline showing the development of Generative Adversarial Networks (GAN).

deep-learning gan

Last synced: 01 Apr 2025

https://github.com/pinellolab/dna-diffusion

🧬 Generative modeling of regulatory DNA sequences with diffusion probabilistic models 💨

deep-learning diffusion-models diffusion-probabilistic-models generative-model genomics regulatory-genomics stable-diffusion

Last synced: 15 May 2025

https://github.com/zchuz/CoT-Reasoning-Survey

[ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

chain-of-thought chain-of-thought-reasoning deep-learning large-language-model natural-language-procressing survey-paper

Last synced: 07 May 2025

https://github.com/drcoffey/deepsqueak

DeepSqueak v3: Using Machine Vision to Accelerate Bioacoustics Research

bioaccoustics deep-learning matlab matlab-gui mice rats usv

Last synced: 11 Apr 2025

https://github.com/kermitt2/delft

a Deep Learning Framework for Text https://delft.readthedocs.io/

deep-learning keras ner nlp sequence-labeling text-classification

Last synced: 08 Apr 2025

https://github.com/iffix/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3

Last synced: 04 Apr 2025

https://github.com/DeepSystems/supervisely-tutorials

🌈 Tutorials for Supervise.ly

deep-learning machine-learning tutorials

Last synced: 19 Jul 2025

https://github.com/instillai/Generative-Adversarial-Networks-Roadmap

The Roadmap to Learn Generative Adversarial Networks (GANs)

deep-learning generative-adversarial-network machine-learning

Last synced: 01 May 2025

https://github.com/c0dearm/mushin

Computational graphs with reverse automatic differentation in the GPU

auto-differentiation deep-learning machine-learning rust

Last synced: 27 Apr 2025

https://github.com/jinyeying/night-enhancement

[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

deep-learning flare glare glow image-enhancement light-effects low-level-vision low-light low-light-enhance low-light-image low-light-image-enhancement night night-images nighttime nighttime-lights restoration

Last synced: 05 Mar 2025

https://github.com/titu1994/Inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

deep-learning inception-resnet keras paper

Last synced: 29 Mar 2025

https://github.com/titu1994/inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

deep-learning inception-resnet keras paper

Last synced: 06 Apr 2025

https://github.com/google/stereo-magnification

Code accompanying the SIGGRAPH 2018 paper "Stereo Magnification: Learning View Synthesis using Multiplane Images"

computer-graphics computer-vision deep-learning multiplane-images stereo-magnification view-synthesis

Last synced: 16 Aug 2025

https://github.com/guitarml/guitarlstm

Deep learning models for guitar amp/pedal emulation using LSTM with Keras.

deep-learning guitar keras-tensorflow machine-learning

Last synced: 06 Apr 2025

https://github.com/niutrans/niutensor

NiuTensor is an open-source toolkit developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. It provides tensor utilities to create and train neural networks.

artificial-neural-networks deep-learning machine-learning tensor

Last synced: 08 Oct 2025

https://github.com/shashikg/whispers2t

An Optimized Speech-to-Text Pipeline for the Whisper Model Supporting Multiple Inference Engine

asr deep-learning speech-recognition speech-to-text tensorrt tensorrt-llm vad voice-activity-detection whisper

Last synced: 12 Apr 2025

https://github.com/sony/model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization tensorflow

Last synced: 14 May 2025

https://github.com/lucidrains/autoregressive-diffusion-pytorch

Implementation of Autoregressive Diffusion in Pytorch

artificial-intelligence autoregressive-diffusion deep-learning

Last synced: 09 Oct 2025

https://github.com/GuitarML/GuitarLSTM

Deep learning models for guitar amp/pedal emulation using LSTM with Keras.

deep-learning guitar keras-tensorflow machine-learning

Last synced: 29 Mar 2025

https://github.com/vlomme/Multi-Tacotron-Voice-Cloning

Phoneme multilingual(Russian-English) voice cloning based on

deep-learning g2p pytorch russian tacotron tensorflow tts voice-cloning wavernn

Last synced: 19 Jul 2025

https://github.com/sayakpaul/TF-2.0-Hacks

Contains my explorations of TensorFlow 2.x

deep-learning neural-networks tensorflow-2

Last synced: 27 Apr 2025

https://github.com/llm-edge/hal-9100

Edge full-stack LLM platform. Written in Rust

ai deep-learning edge large-language-models llm machine-learning

Last synced: 18 Jul 2025

https://github.com/gordicaleksa/pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 07 Apr 2025

https://github.com/kyegomez/Sophia

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

artificial-intelligence chatgpt deep-learning multi-modality neural-network optimizer

Last synced: 22 Jul 2025

https://github.com/IAmPara0x/Yuno

Yuno is context based search engine for anime.

anime deep-learning python search-engine transformers

Last synced: 28 Mar 2025

https://github.com/sayakpaul/tf-2.0-hacks

Contains my explorations of TensorFlow 2.x

deep-learning neural-networks tensorflow-2

Last synced: 06 Apr 2025

https://github.com/deepqmc/deepqmc

Deep learning quantum Monte Carlo for electrons in real space

deep-learning electrons quantum-chemistry quantum-monte-carlo

Last synced: 04 May 2025

https://github.com/krasserm/face-recognition

Deep face recognition with Keras, Dlib and OpenCV

deep-learning face-recognition keras machine-learning

Last synced: 05 Apr 2025

https://github.com/antonior92/automatic-ecg-diagnosis

Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".

atrial-fibrillation atrial-fibrillation-detection convolutional-neural-networks deep-learning ecg ecg-classification ecg-signal

Last synced: 12 Sep 2025

https://github.com/Capsize-Games/airunner

A privacy focused, local-first, multi-modal inference engine and agent platform for running LLMs, image generation, speech processing, and tool-based automation

ai ai-art art asset-generator chatbot deep-learning desktop-app image-generation mistral multimodal privacy pygame pyside6 python self-hosted speech-to-text stable-diffusion text-to-image text-to-speech text-to-speech-app

Last synced: 22 Apr 2025

https://github.com/FunctionLab/selene

a framework for training sequence-level deep learning networks

deep-learning genomic-data-analysis sampling-methods

Last synced: 19 Apr 2025

https://github.com/DeepBCI/Deep-BCI

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

bci brain cognitive deep-learning eeg erp motor-imagery nirs open-source ssvep

Last synced: 09 May 2025

https://github.com/official-stockfish/nnue-pytorch

Stockfish NNUE (Chess evaluation) trainer in Pytorch

chess deep-learning pytorch stockfish

Last synced: 04 Apr 2025

https://github.com/Tramac/Fast-SCNN-pytorch

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

computer-vision deep-learning fast-scnn pytorch semantic-segmentation

Last synced: 10 May 2025

https://github.com/jbarrow/LambdaNet

Purely functional artificial neural network library implemented in Haskell.

deep-learning haskell haskell-library neural-networks

Last synced: 26 Mar 2025

https://github.com/dptech-corp/Uni-Fold

An open-source platform for developing protein models beyond AlphaFold.

alphafold alphafold-multimer deep-learning protein-structure pytorch

Last synced: 01 May 2025

https://github.com/crazydonkey200/neural-symbolic-machines

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

deep-learning deep-reinforcement-learning program-synthesis reinforcement-learning rnn semantic-parsing tensorflow

Last synced: 09 Jul 2025

https://github.com/xiangyue-zhang/auto-deep-researcher-24x7

🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.

ai-agent autonomous-agent claude-code deep-learning experiment-automation gpu hyperparameter-tuning llm-agent machine-learning mlops pytorch research-automation

Last synced: 14 Apr 2026

https://github.com/mit-han-lab/offsite-tuning

Offsite-Tuning: Transfer Learning without Full Model

deep-learning transfer-learning

Last synced: 07 Oct 2025

https://github.com/adicherlavenkatasai/ml-workspace

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

cheat-sheets convolutional-networks data-science deep-learning deep-neural-networks gans harvard-edx interview-questions machine-learning python

Last synced: 11 Apr 2025

https://github.com/lkhphuc/pytorch-3d-point-cloud-generation

Pytorch code to construct a 3D point cloud model from single RGB image.

3d-deep-learning deep-learning

Last synced: 05 Apr 2025

https://github.com/lucidrains/axial-attention

Implementation of Axial attention - attending to multi-dimensional data efficiently

artificial-intelligence attention-mechanism deep-learning pytorch

Last synced: 04 Apr 2025

https://github.com/microsoft/ptgnn

A PyTorch Graph Neural Network Library

deep-learning geometric-deep-learning gnn graph-neural-networks pytorch

Last synced: 04 Apr 2025

https://github.com/deep-diver/machine-learning-yearning-korean-translation

Korean translation of machine learning yearning book by Andrew Ng.

andrew-ng book deep-learning deeplearning-ai machine-learning translation

Last synced: 24 Feb 2026

https://github.com/aleju/cat-generator

Generate cat images with neural networks

cat cats dcgan deep-learning gan machine-learning torch

Last synced: 22 Jul 2025

https://github.com/lucidrains/memory-efficient-attention-pytorch

Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"

artificial-intelligence attention-mechanism deep-learning memory-efficient

Last synced: 04 Apr 2025

https://github.com/fedden/renderman

Command line C++ and Python VSTi Host library with MFCC, FFT, RMS and audio extraction and .wav writing.

audio deep-learning dsp features host juce python python-2 python2 vst vsts

Last synced: 06 Apr 2025

https://github.com/itailang/SampleNet

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

cvpr2020 deep-learning geometry-processing neural-network point-cloud pytorch sampling tensorlow

Last synced: 20 Mar 2025

https://github.com/deepkit/deepkit-ml

The collaborative real-time open-source machine learning devtool and training suite: Experiment execution, tracking, and debugging. With server and project management tools.

artificial-intelligence deep-learning desktop devtools experiments gui machine-learning

Last synced: 23 Jun 2025

https://github.com/suhangpro/mvcnn

Multi-view CNN (MVCNN) for shape recognition

computer-graphics computer-vision convolutional-neural-networks deep-learning

Last synced: 20 Mar 2025

https://github.com/NeuromorphicProcessorProject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 22 Apr 2025

https://github.com/neuromorphicprocessorproject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 13 Apr 2025

https://github.com/gordicaleksa/pytorch-GANs

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 01 May 2025

https://github.com/omarsar/nlp_highlights

The most important NLP highlights of 2018 (PDF Report)

analytics artificial-intelligence conversational-ai deep-learning health nlp technology

Last synced: 27 Jan 2026

https://github.com/felixgwu/img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

cifar computer-vision deep-learning pytorch

Last synced: 07 Apr 2025

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

Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind

artificial-intelligence attention-mechanisms deep-learning offline-learning q-learning robotics transformers

Last synced: 15 May 2025

https://github.com/mariusbrataas/flowpoints_ml

An intuitive approach to creating deep learning models

deep-learning flowchart js machine-learning python pytorch react tensorflow

Last synced: 08 May 2025

https://github.com/XiaoMi/mobile-ai-bench

Benchmarking Neural Network Inference on Mobile Devices

benchmarking deep-learning

Last synced: 05 May 2025

https://github.com/myfavouritekk/T-CNN

ImageNet 2015 Object Detection from Video (VID)

computer-vision deep-learning detection imagenet-vid object-detection video

Last synced: 28 Mar 2025

https://github.com/kevinmusgrave/pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning

Last synced: 04 Apr 2025

https://github.com/mratsim/amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 07 Apr 2025

https://github.com/allenai/allenact

An open source framework for research in Embodied-AI from AI2.

ai ai2 computer-vision deep-learning embodied-agent python reinforcement-learning research

Last synced: 13 Oct 2025

https://github.com/seeed-studio/modelassistant

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥

arduino deep-learning esp32 image-classification jetson ncnn object-detection onnx openmmlab pytorch raspberry-pi tflite tinyml yolov5

Last synced: 15 May 2025

https://github.com/svip-lab/PlanarReconstruction

[CVPR'19] Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

computer-vision cvpr2019 deep-learning pytorch

Last synced: 20 Nov 2025

https://github.com/xiaomi/mobile-ai-bench

Benchmarking Neural Network Inference on Mobile Devices

benchmarking deep-learning

Last synced: 05 Apr 2025

https://github.com/HKU-BAL/Clair3

Clair3 - Symphonizing pileup and full-alignment for deep learning-based long-read variant calling

computational-biology deep-learning genomics illumina long-reads nanopore ont-data ont-models pacbio variant-calling variant-detection

Last synced: 11 Jun 2026

https://github.com/lightning-ai/dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises

ai deep-learning machine-learning python pytorch

Last synced: 04 Apr 2025

https://github.com/dmitryryumin/cvpr-2023-24-papers

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

action-recognition autonomous-driving biometrics computer-vision cvpr cvpr2023 cvpr2024 datasets deep-learning face-recognition gesture-recognition image-synthesis medical-image-processing multi-modal-learning pattern-recognition scene-analysis segmentation self-supervised-learning shape-analysis video-synthesis

Last synced: 05 Apr 2025

https://github.com/yeyupiaoling/learnpaddle

PaddlePaddle V2版本系列教程,博客专栏:

deep-learning paddlepaddle yeyupiaoling

Last synced: 06 Apr 2025

https://github.com/hms-core/hms-ml-demo

HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.

asr audio-file-transcription bank-card-recognition classification deep-learning document face-detection face-recognition hms huawei id-card-recognition image-segmentation kotlin-android language-detection machine-learning object-detection-and-tracking ocr text-to-speech text-translation tts-android

Last synced: 05 Apr 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