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/zsdonghao/Image-Captioning

TensorFlow (TensorLayer) Implementation of Image Captioning

deep-learning image-captioning tensorflow tensorlayer

Last synced: 13 Apr 2025

https://github.com/awslabs/fast-differential-privacy

Fast, memory-efficient, scalable optimization of deep learning with differential privacy

deep-learning differential-privacy neural-network privacy-preserving-machine-learning

Last synced: 05 Apr 2025

https://github.com/leggedrobotics/tensorflow-cpp

Pre-built TensorFlow for C/C++ and CMake.

deep-learning tensorflow

Last synced: 02 May 2025

https://github.com/bharathgs/NALU

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

accumulator alu arithmetic deep-learning deepmind logic machine-learning nalu neural-network pytorch

Last synced: 07 May 2025

https://github.com/songlab-cal/tape-neurips2019

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (DEPRECATED)

benchmark dataset deep-learning language-modeling protein-sequences protein-structure semi-supervised-learning

Last synced: 07 May 2025

https://github.com/benstaf/chemgan-challenge

Code for the paper: ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

artificial-intelligence chemistry deep-learning drug-discovery generative-adversarial-network machine-learning recurrent-neural-networks reinforcement-learning

Last synced: 27 Oct 2025

https://github.com/mindspore-lab/d2l-mindspore

《动手学深度学习》的MindSpore实现。供MindSpore学习者配合李沐老师课程使用。

computer-vision deep-learning machine-learning mindspore natural-language-processing notebook

Last synced: 17 Jan 2026

https://github.com/kahnchana/opl

Official repository for "Orthogonal Projection Loss" (ICCV'21)

classification deep-learning loss-functions

Last synced: 08 May 2025

https://github.com/bharathgs/nalu

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

accumulator alu arithmetic deep-learning deepmind logic machine-learning nalu neural-network pytorch

Last synced: 21 Aug 2025

https://github.com/zsdonghao/image-captioning

TensorFlow (TensorLayer) Implementation of Image Captioning

deep-learning image-captioning tensorflow tensorlayer

Last synced: 14 Apr 2025

https://github.com/real-stanford/semantic-abstraction

[CoRL 2022] This repository contains code for generating relevancies, training, and evaluating Semantic Abstraction.

computer-vision deep-learning robotics

Last synced: 05 May 2025

https://github.com/XanaduAI/QMLT

The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).

deep-learning machine-learning neural-network optimization quantum quantum-computing tensorflow

Last synced: 01 May 2025

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

Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.

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

Last synced: 25 Oct 2025

https://github.com/sdv-dev/deepecho

Synthetic Data Generation for mixed-type, multivariate time series.

data-generation deep-learning generative-adversarial-network sdv synthetic-data synthetic-data-generation time-series

Last synced: 12 Feb 2026

https://github.com/fredhohman/summit

🏔️ Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations

deep-learning deep-learning-visualization interactive-interface interactive-visualization interpretability

Last synced: 11 Apr 2025

https://github.com/vahidk/tensorflowframework

An extendable framework for training neural network models using TensorFlow.

deep-learning framework machine-learning neural-network tensorflow

Last synced: 05 May 2025

https://github.com/guohengkai/region-ensemble-network

Repository for Region Ensemble Network based Hand Pose Estimation

convolutional-neural-networks deep-learning hand-pose-estimation region-ensemble-network

Last synced: 10 Apr 2025

https://github.com/txsun1997/CoLAKE

COLING'2020: CoLAKE: Contextualized Language and Knowledge Embedding

deep-learning knowledge-embedding knowledge-graph language-model natural-language-processing

Last synced: 09 May 2025

https://github.com/xanaduai/qmlt

The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).

deep-learning machine-learning neural-network optimization quantum quantum-computing tensorflow

Last synced: 03 Oct 2025

https://github.com/brain4j-org/brain4j

Open-source machine learning framework for Java. Designed with speed and lightweight in mind.

ai artificial-intelligence cpu deep-learning deeplearning feedforward-neural-network gpu java linear-algebra machine-learning neural-network numerical-analysis transformer

Last synced: 10 Mar 2026

https://github.com/UT-Austin-RPL/Ditto

Code for Ditto: Building Digital Twins of Articulated Objects from Interaction

3d-reconstruction computer-vision deep-learning digital-twin robotics

Last synced: 11 Apr 2025

https://github.com/nebuly-ai/exploring-ai-optimization

Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀

acceleration artificial-intelligence deep-learning inference machine-learning neural-network

Last synced: 28 Jun 2025

https://barquerogerman.github.io/BeLFusion/

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

belfusion ddim ddpm deep-learning diffusion generative-models human-motion-generation human-motion-prediction iccv2023 latent-diffusion ldm motion-forecasting motion-prediction pose-forecasting pose-prediction pytorch

Last synced: 23 Apr 2025

https://github.com/archinetai/archisound

A collection of pre-trained audio models, in PyTorch.

artificial-intelligence audio deep-learning

Last synced: 05 Apr 2025

https://github.com/BarqueroGerman/BeLFusion

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

belfusion ddim ddpm deep-learning diffusion generative-models human-motion-generation human-motion-prediction iccv2023 latent-diffusion ldm motion-forecasting motion-prediction pose-forecasting pose-prediction pytorch

Last synced: 23 Apr 2025

https://github.com/youngwoo-yoon/youtube-gesture-dataset

This repository contains scripts to build Youtube Gesture Dataset.

co-speech-gesture deep-learning pose-estimation youtube

Last synced: 11 Jul 2025

https://github.com/oxford-cs-deepnlp-2017/practical-2

Oxford Deep NLP 2017 course - Practical 2: Text Classification

deep-learning machine-learning natural-language-processing nlp oxford

Last synced: 09 Mar 2025

https://github.com/yunyang1994/sphereface

🍑 TensorFlow Code for CVPR 2017 paper "SphereFace: Deep Hypersphere Embedding for Face Recognition"

angular-softamx-loss cvpr-2017 deep-learning face-recognition loss-functions tensorflow

Last synced: 21 Apr 2025

https://github.com/jiaweihe1996/GMTracker

Official PyTorch implementation of "Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking" (CVPR 2021).

deep-learning pytorch tracking-by-detection

Last synced: 05 May 2025

https://github.com/zhanghengdev/MutualGuide

Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection

deep-learning knowledge-distillation object-detection pytorch tensorrt

Last synced: 16 Apr 2025

https://github.com/mybridge/learn-machine-learning

Learn to Build a Machine Learning Application from Top Articles

computer-vision data-science deep-learning machine-learning neural-networks

Last synced: 27 Jan 2026

https://github.com/landing-ai/landingai-python

LandingAI Python library that enables you to use LandingLens with ease. (https://app.landing.ai/)

computer-vision deep-learning machine-learning

Last synced: 30 Jan 2026

https://github.com/into-ai/deeplearning2020

course materials for introduction to deep learning 2020

computer-vision course-materials deep-learning lab learning mooc openhpi tensorflow

Last synced: 10 Oct 2025

https://github.com/jovianhq/jovian-py

Collaboration platform for data science projects & Jupyter notebooks

data-science deep-learning jupyter-notebook machine-learning ml

Last synced: 20 Aug 2025

https://github.com/chrisprasanna/exercise_recognition_ai

Developing a virtual personal fitness tracker and exercise activity recognition A.I. using computer vision and deep learning.

activity-recognition attention-mechanism classification-model computer-vision deep-learning human-pose-estimation lstm-neural-networks machine-learning pose-estimation real-time

Last synced: 21 Jul 2025

https://github.com/n2cholas/jax-resnet

Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).

computer-vision deep-learning flax jax machine-learning neural-networks resnet

Last synced: 16 Jan 2026

https://github.com/JovianHQ/jovian-py

Collaboration platform for data science projects & Jupyter notebooks

data-science deep-learning jupyter-notebook machine-learning ml

Last synced: 28 Oct 2025

https://github.com/nebuly-ai/exploring-AI-optimization

Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀

acceleration artificial-intelligence deep-learning inference machine-learning neural-network

Last synced: 01 May 2025

https://github.com/rickiepark/handson-ml3

<핸즈온 머신러닝 3판>의 주피터 노트북 저장소

deep-learning handson-ml3 keras machine-learning neural-network scikit-learn tensorflow

Last synced: 09 Apr 2025

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

Implementation of RQ Transformer, proposed in the paper "Autoregressive Image Generation using Residual Quantization"

artificial-intelligence attention-mechanism deep-learning image-generation transformers

Last synced: 19 Aug 2025

https://github.com/albarji/neural-style-docker

A dockerized version of neural style transfer algorithms

deep-learning docker gpu neural-style nvidia-docker

Last synced: 16 Aug 2025

https://github.com/ethanhe42/resnet-imagenet-caffe

train resnet on imagenet from scratch with caffe

caffe deep-learning image-classification imagenet recoginition resnet

Last synced: 13 Apr 2025

https://github.com/shekit/machine-learning-demystified

A weekly workshop series at ITP to teach machine learning with a focus on deep learning

deep-learning deep-neural-networks machine-learning python tensorflow

Last synced: 05 May 2025

https://github.com/4uiiurz1/pytorch-res2net

PyTorch implementation of Res2Net

deep-learning pytorch res2net

Last synced: 29 Mar 2025

https://github.com/maum-ai/wavegrad2

Unofficial Pytorch Implementation of WaveGrad2

deep-generative-model deep-learning end-to-end speech-synthesis text-to-speech tts

Last synced: 02 Aug 2025

https://github.com/anuragranj/back2future.pytorch

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

deep-learning optical-flow unsupervised-learning

Last synced: 16 Mar 2026

https://github.com/analogdevicesinc/maximai_documentation

START HERE: Documentation for ADI's MAX78000 and MAX78002 Edge AI devices

ai analog-devices artificial-intelligence deep-learning machine-learning max78000 max78002 maxim maxim-integrated

Last synced: 02 Mar 2026

https://github.com/vinayakarannil/deeplearning_image_similarity

Deep learning based image similarity search for product recommendations

deep-learning image-similarity recommendation-engine tensorflow

Last synced: 27 Oct 2025

https://github.com/spaceml-org/self-supervised-learner

Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.

curator deep-learning self-supervised-learning ssl

Last synced: 31 Jul 2025

https://github.com/hal-42/alchemycat

Alchemy Cat —— 🔥Config System for SOTA

auto-tuning computer-vision config deep-learning machine-learning parameter-tuning

Last synced: 14 Jan 2026

https://github.com/jackaduma/las_mandarin_pytorch

Listen, attend and spell Model and a Chinese Mandarin Pretrained model (中文-普通话 ASR模型)

asr chinese-speech-recognition deep-learning deeplearning listen-attend-and-spell mandarin pytorch-implementation speech-recognition speech-to-text

Last synced: 27 Apr 2025

https://github.com/lucidrains/progen

Implementation and replication of ProGen, Language Modeling for Protein Generation, in Jax

artificial-intelligence deep-learning proteins

Last synced: 19 Aug 2025

https://github.com/aa-samad/conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

cifar10 cnn convolutional-neural-networks deep-learning neuromorphic pytorch snn spatio-temporal-analysis

Last synced: 06 May 2025

https://github.com/zhengpeng7/motion_magnification_learning-based

An unofficial implementation of "Learning-based Video Motion Magnification" in Pytorch.

deep-learning motion-magnification

Last synced: 23 Apr 2025

https://github.com/spaceml-org/Self-Supervised-Learner

Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.

curator deep-learning self-supervised-learning ssl

Last synced: 15 Mar 2025

https://github.com/advimman/deep-landscape

Official repository for the paper "DeepLandscape: Adversarial Modeling of Landscape Videos" (ECCV2020)

deep-learning gan generative-adversarial-network reenactment video-generation

Last synced: 10 Jul 2025

https://github.com/sdv-dev/DeepEcho

Synthetic Data Generation for mixed-type, multivariate time series.

data-generation deep-learning generative-adversarial-network sdv synthetic-data synthetic-data-generation time-series

Last synced: 04 Apr 2025

https://github.com/eduardoleao052/autograd-from-scratch

Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.

autograd automatic-differentiation deep-learning from-scratch

Last synced: 17 Jun 2025

https://github.com/Toytiny/CMFlow

[CVPR 2023 Highlight] Hidden Gems: 4D Radar Scene Flow Learning Using Cross-Modal Supervision

4d-radar automotive-radar autonomous-driving cross-modal-learning deep-learning ego-motion-estimation mobile-robotics motion-segmentation optical-flow scene-flow

Last synced: 20 Mar 2025

https://github.com/kreshuklab/plant-seg

A tool for cell instance aware segmentation in densely packed 3D volumetric images

bioimage-analysis bioinformatics deep-learning image-segmentation neural-network segmentation unet

Last synced: 24 Dec 2025

https://github.com/lmnt-com/graftr

graftr: an interactive shell to view and edit PyTorch checkpoints.

ai deep-learning machine-learning pytorch pytorch-checkpoints torch

Last synced: 21 Mar 2025

https://github.com/hfawaz/ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

deep-learning deep-neural-networks ensemble time-series-classification

Last synced: 09 Apr 2025

https://github.com/shoprunner/collie

A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.

datascience deep-learning hybrid implicit learning-to-rank python pytorch recommendation-system recommender-system

Last synced: 09 Apr 2025

https://github.com/innat/ML-Resource

A concise resource repository for machine learning

data-analysis data-science deep-learning kaggle machine-learning python spark

Last synced: 29 Apr 2025

https://github.com/hironsan/ja.text8

Japanese text8 corpus for word embedding.

corpus deep-learning machine-learning natural-language-processing word2vec

Last synced: 11 Aug 2025

https://github.com/nrl-ai/daisykit

DaisyKit is an easy AI toolkit with face mask detection, pose detection, background matting, barcode detection, face recognition and more. - with NCNN, OpenCV, Python wrappers

background-matting barcode-detection computer-vision cpp deep-learning deployment embedded face-detection face-mask-detection hand-pose inference-engine machine-learning mobile ncnn neural-network no-code object-detection python vulkan

Last synced: 09 Mar 2026

https://github.com/pooya-mohammadi/deep_utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

augmentation coco computer-vision cutmix deep-learning face-detection face-recognition machine-learning modelcheckpoint nlp object-detection python pytorch senet tensorflow utils vggface2 yolov5

Last synced: 16 May 2025

https://github.com/alireza-akhavan/rnn-notebooks

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

deep-learning gru jupyter-notebook keras lstm rnn tensorflow2

Last synced: 22 Sep 2025

https://github.com/cloud-cv/grad-cam

:rainbow: :camera: Gradient-weighted Class Activation Mapping (Grad-CAM) Demo

cnn deep-learning demo grad-cam machine-learning torch

Last synced: 20 Jun 2026

https://github.com/imsanjoykb/data-science-regular-bootcamp

Regular practice on Data Science, Machien Learning, Deep Learning, Solving ML Project problem, Analytical Issue. Regular boost up my knowledge. The goal is to help learner with learning resource on Data Science filed.

artificial-intelligence data-analysis data-science data-science-notebook data-science-projects data-visualization database-connection deep-learning etl-pipeline etl-process feature-engineering machine-learning mysql-database neural-network numpy pandas postgresql python python-automation sqlite

Last synced: 30 Oct 2025

https://github.com/microsoft/petridishnn

Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search

automl cifar-100 cifar10 deep-learning deep-learning-algorithms image-classification imagenet neural-architecture-search

Last synced: 18 Nov 2025

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 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 1,525 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-Deblurring 444 awesome-anomaly-detection 138 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-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 Awesome-FL 4,069 awesome-deep-trading 94 awesome-backbones 82 Awesome-Dataset-Distillation 351 awesome-diarization 183 awesome-radar-perception 559