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/clovaai/adamp

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

deep-learning iclr2021 machine-learning optimizer optimizer-algorithms pytorch

Last synced: 04 Apr 2025

https://github.com/sforaidl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 09 Oct 2025

https://github.com/gao-lab/GLUE

Graph-linked unified embedding for single-cell multi-omics data integration

bioinformatics deep-learning single-cell single-cell-multiomics

Last synced: 15 Jul 2025

https://github.com/baldassarrefe/deep-koalarization

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

colorization convolutional-neural-networks deep-learning inception-resnet keras tensorflow

Last synced: 05 Apr 2025

https://github.com/DeutscheKI/tevr-asr-tool

State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.

asr c-plus-plus command-line-tool debian debian-package deep-learning german-speech-recognition kenlm language-model machine-learning no-cloud offline pretrained-models private speech speech-recognition speech-to-text tensorflow tensorflow-lite wave

Last synced: 13 Apr 2025

https://github.com/ethanhe42/epipolar-transformers

Epipolar Transformers (best paper award, CVPR 2020 workshop)

3d 3dposeestimation deep-learning pose-estimation pytorch

Last synced: 05 Apr 2025

https://github.com/mjdietzx/SimGAN

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

deep-learning gan generative-adversarial-network keras machine-learning neural-networks simulated-unsupervised-learning simulations tensorflow

Last synced: 19 Jul 2025

https://github.com/okankop/vidaug

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

augmentation convolutional-neural-networks deep-learning deep-neural-networks video-augmentation

Last synced: 06 Apr 2026

https://github.com/thomasj02/DeepLearningProjectWorkflow

Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016

deep-learning

Last synced: 19 Jul 2025

https://github.com/yandex-research/rtdl-num-embeddings

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

ai artificial-intelligence deep-learning machine-learning neural-networks paper python pytorch research

Last synced: 11 Apr 2026

https://github.com/francescosaveriozuppichini/vit

Implementing Vi(sion)T(transformer)

computer-vision deep-learning

Last synced: 06 Apr 2025

https://github.com/Niketkumardheeryan/ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

analytics data-analysis data-science data-visualization datascience deep-learning deep-neural-networks deployment flask heroku-deployment machine-learning python r statistics streamlit-webapp

Last synced: 05 May 2025

https://github.com/llhthinker/NLP-Papers

Natural Language Processing Papers

deep-learning nlp

Last synced: 24 Apr 2025

https://github.com/patrick-kidger/optimistix

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

deep-learning equinox jax neural-networks optimisation optimization

Last synced: 17 Nov 2025

https://github.com/yixuan/minidnn

A header-only C++ library for deep neural networks

deep-learning header-only machine-learning neural-network statistical-models

Last synced: 05 Apr 2025

https://github.com/pfnet-research/chainer-gan-lib

Chainer implementation of recent GAN variants

dcgan deep-learning generative-adversarial-network wgan-gp

Last synced: 11 Oct 2025

https://github.com/materialsvirtuallab/maml

Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.

deep-learning machine-learning machine-learning-force-field materials-discovery materials-science spectroscopy

Last synced: 14 May 2025

https://github.com/vincentfung13/MINE

Code and models for our ICCV 2021 paper "MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis"

3d-reconstruction 3d-vision computer-vision deep-learning depth-estimation nerf novel-view-synthesis

Last synced: 20 Mar 2025

https://github.com/lucidrains/recurrent-memory-transformer-pytorch

Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch

artificial-intelligence attention-mechanisms deep-learning long-context memory recurrence transformers

Last synced: 15 May 2025

https://github.com/aws/sagemaker-inference-toolkit

Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

aws deep-learning docker inference machine-learning python sagemaker

Last synced: 15 May 2025

https://github.com/LearnMachineLearning/the-math-of-intelligence

List of resources & possible pathway for the Math of Machine Learning and AI.

ai artificial-intelligence calculus deep-learning linear-algebra machine-learning

Last synced: 19 Jul 2025

https://github.com/lucidrains/rectified-flow-pytorch

Implementation of rectified flow and some of its followup research / improvements in Pytorch

artificial-intelligence deep-learning flow-matching rectified-flow

Last synced: 23 Jan 2026

https://github.com/Mrmoore98/VectorMapNet_code

This is the official code base of VectorMapNet (ICML 2023)

autonomous deep-learning map-learning

Last synced: 20 Mar 2025

https://github.com/mir-group/allegro

Allegro is an open-source code for building highly scalable and accurate equivariant deep learning interatomic potentials

atomistic-simulations computational-chemistry deep-learning drug-discovery force-fields interatomic-potentials machine-learning materials-science molecular-dynamics pytorch

Last synced: 21 Jul 2025

https://github.com/persiaml/persia

High performance distributed framework for training deep learning recommendation models based on PyTorch.

bagua deep-learning distributed-computing machine-learning persia pytorch recommender-system rust-lang

Last synced: 16 May 2025

https://github.com/PersiaML/PERSIA

High performance distributed framework for training deep learning recommendation models based on PyTorch.

bagua deep-learning distributed-computing machine-learning persia pytorch recommender-system rust-lang

Last synced: 27 Apr 2025

https://github.com/azkadev/bark

WIP Library Text To Speech From Suno AI's Bark in C/C++ for fast inference

ai bark clone dart deep-learning fake ggml machine-learning neural-network text-to-speech tts voice

Last synced: 05 Apr 2025

https://github.com/BenWhetton/keras-surgeon

Pruning and other network surgery for trained Keras models.

deep-learning keras network-surgery pruning

Last synced: 20 Mar 2025

https://github.com/SforAiDl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 01 May 2025

https://github.com/yatenglg/ssd-pytorch

SSD目标检测算法(Single Shot MultiBox Detector)(简单,明了,易用,全中文注释,单机多卡训练,视频检测)( If you train the model on a single computer and mutil GPU, this program will be your best choice , easier to use and easier to understand )

deep-learning object-detection pytorch ssd

Last synced: 05 Apr 2025

https://github.com/gordicaleksa/pytorch-neural-style-transfer

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-pytorch neural-style-transfer-tutorial non-photorealistic-rendering python pytorch style-transfer

Last synced: 06 Apr 2025

https://github.com/aleju/self-driving-truck

Self-Driving Truck in Euro Truck Simulator 2, trained via Reinforcement Learning

autonomous deep-learning pytorch reinforcement-learning self-driving-car

Last synced: 07 Apr 2025

https://github.com/ledell/useR-machine-learning-tutorial

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

data-science deep-learning ensemble-learning gradient-boosting-machine machine-learning r random-forest tutorial

Last synced: 19 Jul 2025

https://github.com/titu1994/keras-squeeze-excite-network

Implementation of Squeeze and Excitation Networks in Keras

deep-learning keras squeeze-excite

Last synced: 06 Apr 2025

https://github.com/ledell/user-machine-learning-tutorial

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

data-science deep-learning ensemble-learning gradient-boosting-machine machine-learning r random-forest tutorial

Last synced: 05 Apr 2025

https://github.com/achaiah/pywick

High-level batteries-included neural network training library for Pytorch

classification deep-learning neural-networks pytorch semantic-segmentation

Last synced: 07 May 2025

https://github.com/peizhuoli/ganimator

A motion generation model learned from a single example [SIGGRAPH 2022]

character-animation computer-animation computer-graphics deep-learning

Last synced: 05 Apr 2025

https://github.com/PeizhuoLi/ganimator

A motion generation model learned from a single example [SIGGRAPH 2022]

character-animation computer-animation computer-graphics deep-learning

Last synced: 24 Mar 2025

https://github.com/zyushun/Adam-mini

Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793

deep-learning large-language-models optimizer

Last synced: 05 Apr 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: 14 Jan 2026

https://github.com/msaroufim/ml-design-patterns

Software Architecture for ML engineers

deep-learning design-patterns python pytorch systems

Last synced: 06 Apr 2025

https://github.com/amosgropp/IGR

Implicit Geometric Regularization for Learning Shapes

3d-reconstruction computer-vision deep-learning

Last synced: 11 May 2025

https://github.com/xiadingZ/video-caption.pytorch

pytorch implementation of video captioning

deep-learning pytorch video-captioning

Last synced: 07 May 2025

https://github.com/arthurdouillard/incremental_learning.pytorch

A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).

continual-learning deep-learning incremental-learning lifelong-learning pytorch research

Last synced: 05 Apr 2025

https://github.com/lucidrains/conformer

Implementation of the convolutional module from the Conformer paper, for use in Transformers

artificial-intelligence audio deep-learning transformer

Last synced: 16 May 2025

https://github.com/landskape-ai/triplet-attention

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

arxiv attention-mechanism attention-mechanisms computer-vision convolutional-neural-networks deep-learning detection gradcam imagenet paper triplet-attention

Last synced: 08 May 2025

https://github.com/sshuair/torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

classification data-augmentation deep-learning pytorch remote-sensing satellite satellite-imagery semantic-segmentation torchvision

Last synced: 07 Apr 2026

https://github.com/hvass-labs/tensorflow-tutorials-chinese

TensorFlow 中文教程 (Chinese Tutorials)

deep-learning machine-learning tensorflow tutorial

Last synced: 06 Apr 2025

https://github.com/thunlp/Few-NERD

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

deep-learning entity-typing few-shot-learning named-entity-recognition nlp

Last synced: 09 May 2025

https://github.com/thunlp/few-nerd

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

deep-learning entity-typing few-shot-learning named-entity-recognition nlp

Last synced: 05 Apr 2025

https://github.com/PaddlePaddle/PaddleScience

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

ai4science deep-learning machine-learning operator-learning paddlepaddle self-supervised-learning supervised-learning

Last synced: 14 Oct 2025

https://github.com/urinx/alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

alphafold casp13 contact-prediction deep-learning protein-structure-prediction pytorch-implementation structure-prediction

Last synced: 06 Apr 2025

https://github.com/Urinx/alphafold_pytorch

An implementation of the DeepMind's AlphaFold based on PyTorch for research

alphafold casp13 contact-prediction deep-learning protein-structure-prediction pytorch-implementation structure-prediction

Last synced: 03 May 2025

https://github.com/SymbioticLab/FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

benchmark dataset deep-learning deployment distributed federated-learning icml machine-learning mlsys osdi pytorch tensorflow

Last synced: 02 May 2025

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

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

deep-dream-tutorial deep-learning deep-learning-tutorial deepdream machine-learning python pytorch

Last synced: 10 Oct 2025

https://github.com/cookeem/tensorflow_learning_notes

tensorflow学习笔记,来源于电子书:《Tensorflow实战Google深度学习框架》

deep-learning tensorflow tensorflow-tutorials

Last synced: 07 Apr 2025

https://github.com/ShirAmir/dino-vit-features

Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".

co-segmentation computer-vision deep-learning dino part-segmentation pytorch semantic-correspondence vision-transformers

Last synced: 03 Apr 2025

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/gunhochoi/kind-pytorch-tutorial

Kind PyTorch Tutorial for beginners

deep-learning python pytorch pytorch-tutorial

Last synced: 27 Oct 2025

https://github.com/OpenMOSS/CoLLiE

Collaborative Training of Large Language Models in an Efficient Way

deep-learning deepspeed nlp pytorch

Last synced: 09 May 2025

https://github.com/openmoss/collie

Collaborative Training of Large Language Models in an Efficient Way

deep-learning deepspeed nlp pytorch

Last synced: 05 Apr 2025

Deep learning Awesome Lists
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