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/zhmiao/OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

computer-vision cvpr2019 deep-learning long-tail oltr open-long-tail-recognition open-set pytorch-implementation

Last synced: 26 Mar 2025

https://github.com/zhmiao/openlongtailrecognition-oltr

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

computer-vision cvpr2019 deep-learning long-tail oltr open-long-tail-recognition open-set pytorch-implementation

Last synced: 13 Apr 2025

https://github.com/wasidennis/AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

adversarial-learning computer-vision deep-learning domain-adaptation generative-adversarial-network pytorch semantic-segmentation

Last synced: 13 Jul 2025

https://github.com/santi-pdp/segan

Speech Enhancement Generative Adversarial Network in TensorFlow

deep-learning deep-neural-networks gan generative-adversarial-networks generative-model speech tensorflow

Last synced: 24 Feb 2026

https://github.com/hkchengrex/cutie

[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation

computer-vision cvpr2024 deep-learning pytorch segmentation video-editing video-object-segmentation video-segmentation

Last synced: 15 May 2025

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

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

c codegenerator cpp deep-learning edge-computing microcontroller neural-architecture-search pytorch quantization tinyml

Last synced: 13 May 2025

https://github.com/alibaba/tinyneuralnetwork

TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.

deep-learning deep-neural-networks model-compression model-converter post-training-quantization pruning pytorch quantization-aware-training

Last synced: 14 Oct 2025

https://github.com/shibing624/similarities

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包,支持亿级数据文搜文、文搜图、图搜图,python3开发,开箱即用。

bm25 deep-learning faiss image-search image-similarity matching nlp pytorch search-engine similarity similarity-search text-matching

Last synced: 14 May 2025

https://github.com/fastai/course20

Deep Learning for Coders, 2020, the website

deep-learning jupyter-notebook machine-learning python teaching

Last synced: 24 Dec 2025

https://github.com/deepmodeling/Uni-Mol

Official Repository for the Uni-Mol Series Methods

deep-learning molecular-modeling pre-trained-model pretraining

Last synced: 04 May 2025

https://github.com/mosecorg/mosec

A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine

cv deep-learning gpu hacktoberfest jax llm llm-serving machine-learning machine-learning-platform mlops model-serving mxnet nerual-network python pytorch rust tensorflow tts

Last synced: 14 May 2025

https://github.com/thealgorithms/jupyter

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

algorithms data-science data-structures deep-learning hacktoberfest machine-learning neural-network

Last synced: 16 May 2025

https://github.com/bamos/densenet.pytorch

A PyTorch implementation of DenseNet.

deep-learning densenet pytorch

Last synced: 04 Apr 2025

https://github.com/ga642381/ML2021-Spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

deep-learning machine-learning

Last synced: 04 Apr 2025

https://github.com/TheAlgorithms/Jupyter

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

algorithms data-science data-structures deep-learning hacktoberfest machine-learning neural-network

Last synced: 04 May 2025

https://github.com/ritchieng/deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.

apptainer deep-learning llamaindex ollama python3 pytorch

Last synced: 15 May 2025

https://github.com/kaiwaehner/kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

deep-learning deeplearning4j dl4j h2o h2oai java kafka kafka-client kafka-streams keras keras-tensorflow ksql machine-learning open-source python tensorflow

Last synced: 14 Mar 2025

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 30 Mar 2025

https://github.com/goru001/inltk

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

data-augmentation deep-learning indic-languages nlp pytorch sentence-embeddings sentence-encoding sentence-similarity word-embeddings

Last synced: 12 May 2025

https://github.com/Machine-Learning-Tokyo/papers-with-annotations

Research papers with annotations, illustrations and explanations

computer-vision deep-learning machine-learning

Last synced: 23 Apr 2025

https://github.com/machine-learning-tokyo/papers-with-annotations

Research papers with annotations, illustrations and explanations

computer-vision deep-learning machine-learning

Last synced: 22 Feb 2026

https://github.com/openmined/tenseal

A library for doing homomorphic encryption operations on tensors

cpp cryptography deep-learning docker-image encryption hacktoberfest homomorphic-encryption microsoft-seal python tensor

Last synced: 14 May 2025

https://github.com/OpenMined/TenSEAL

A library for doing homomorphic encryption operations on tensors

cpp cryptography deep-learning docker-image encryption hacktoberfest homomorphic-encryption microsoft-seal python tensor

Last synced: 14 Mar 2025

https://github.com/prbonn/semantic-kitti-api

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

dataset deep-learning evaluation labels large-scale-dataset machine-learning semantic-scene-completion semantic-segmentation

Last synced: 15 May 2025

https://github.com/agrimgupta92/sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

deep-learning generative-adversarial-network human-trajectory-prediction pytorch social-navigation trajectory-prediction

Last synced: 23 Apr 2025

https://github.com/arahim3/mlx-tune

Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, and Vision fine-tuning — natively on MLX. Unsloth-compatible API.

apple-silicon deep-learning huggingface large-language-models llm llm-finetuning llm-training local-llm lora machine-learning macos metal mlx mlx-framework on-device-ai peft transformers unsloth vision-language-model

Last synced: 01 Apr 2026

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

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

deep-learning diffwave machine-learning neural-network paper pretrained-models pytorch speech speech-synthesis text-to-speech tts vocoder

Last synced: 03 Oct 2025

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

Implementation of MeshGPT, SOTA Mesh generation using Attention, in Pytorch

artificial-intelligence attention-mechanisms deep-learning mesh-generation transformers

Last synced: 15 May 2025

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

Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways

artificial-general-intelligence attention-mechanism deep-learning transformers

Last synced: 19 Jul 2025

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

Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways

artificial-general-intelligence attention-mechanism deep-learning transformers

Last synced: 16 May 2025

https://github.com/Langhalsdino/Kubernetes-GPU-Guide

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

cluster deep-learning distributed-systems gpu gpu-computing guide kubernetes kubernetes-cluster kubernetes-gpu-cluster kubernetes-setup worker-nodes

Last synced: 20 Jul 2025

https://github.com/GoogleCloudPlatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Apr 2025

https://github.com/nvidia-merlin/merlin

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

deep-learning end-to-end gpu-acceleration machine-learning recommendation-system recommender-system

Last synced: 13 Apr 2025

https://github.com/f90/Wave-U-Net

Implementation of the Wave-U-Net for audio source separation

audio-processing deep-learning mit-license waveform-analysis

Last synced: 14 Jul 2025

https://github.com/googlecloudplatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Oct 2025

https://github.com/torchgeo/terratorch

A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

ai4good ai4science computer-vision deep-learning earth-observation foundation-models geospatial solar-physics weather-models

Last synced: 11 Jun 2026

https://github.com/kimhc6028/relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

deep-learning pytorch relational-networks

Last synced: 01 Apr 2025

https://github.com/visheratin/web-ai

Run modern deep learning models in the browser.

deep-learning javascript typescript

Last synced: 22 May 2026

https://github.com/eloialonso/iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

artificial-intelligence atari deep-learning machine-learning reinforcement-learning research transformers world-models

Last synced: 27 Apr 2025

https://github.com/Denis2054/Transformers-for-NLP-2nd-Edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 12 Mar 2025

https://github.com/jeya-maria-jose/Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

attention deep-learning medical-image-analysis medical-imaging pytorch segmentation transformer transformers

Last synced: 09 May 2025

https://github.com/parrt/tensor-sensor

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

debugging deep-learning jax matrix numpy python pytorch tensorflow tracing vector

Last synced: 24 Oct 2025

https://github.com/sthalles/deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

deep-learning deeplab-v3 python semantic-segmentation tensorflow

Last synced: 12 Apr 2025

https://github.com/tatsu-lab/alpaca_farm

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

deep-learning instruction-following large-language-models natural-language-processing reinforcement-learning-from-human-feedback

Last synced: 12 Apr 2025

https://github.com/lmb-freiburg/hand3d

Network estimating 3D Handpose from single color images

cnn deep-learning hand-pose-estimation iccv pose-estimation tensorflow

Last synced: 16 Mar 2025

https://github.com/kennethleungty/neural-network-architecture-diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

architecture cnn deep-learning diagrams neural-network visualisation visualization

Last synced: 28 Jan 2026

https://github.com/megvii-research/IJCAI2023-CoNR

IJCAI2023 - Collaborative Neural Rendering using Anime Character Sheets

anime computer-graphics computer-vision deep-learning pytorch

Last synced: 14 Apr 2025

https://github.com/sunzey/alphaclip

[CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

deep-learning machine-learning vision-and-language vision-language vision-language-model vision-transformer

Last synced: 12 Apr 2025

https://github.com/ThereforeGames/unprompted

Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.

a1111-stable-diffusion-webui ai-art deep-learning gpt gradio img2img python shortcode stable-diffusion template-engine text2image txt2img wildcards

Last synced: 07 Apr 2025

https://github.com/shadow2496/VITON-HD

Official PyTorch implementation of "VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization" (CVPR 2021)

deep-learning pytorch

Last synced: 16 Apr 2025

https://github.com/denis2054/transformers-for-nlp-2nd-edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 20 Apr 2025

https://github.com/rgeirhos/texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

deep-learning features human-vision object-recognition psychophysics shape texture

Last synced: 24 Oct 2025

https://github.com/tensorflow/swift-apis

Swift for TensorFlow Deep Learning Library

deep-learning differentiable-programming swift tensorflow

Last synced: 30 Sep 2025

https://github.com/triton-inference-server/pytriton

PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.

deep-learning gpu inference

Last synced: 15 May 2025

https://github.com/oreilly-japan/deep-learning-from-scratch-3

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

autograd automatic-differentiation deep-learning gpu nueral-networks python

Last synced: 16 May 2025

https://github.com/kymatio/kymatio

Wavelet scattering transforms in Python with GPU acceleration

deep-learning keras numpy pytorch scattering-transform scikit-learn tensorflow wavelets

Last synced: 15 May 2025

https://github.com/baegwangbin/dsine

[CVPR 2024 Oral] Rethinking Inductive Biases for Surface Normal Estimation

3d-from-images 3d-reconstruction computer-vision cvpr2024 deep-learning surface-normal surface-normals surface-normals-estimation

Last synced: 13 Apr 2025

https://github.com/kdexd/digit-classifier

A single handwritten digit classifier, using the MNIST dataset. Pure Numpy.

beginner-friendly deep-learning neural-network

Last synced: 19 Jul 2025

https://github.com/huaizhengzhang/awsome-deep-learning-for-video-analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

deep-learning machine-learning multimodal-learning paper video-analysis video-classification video-dataset

Last synced: 28 Jan 2026

https://github.com/astorfi/3d-convolutional-speaker-recognition

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

3d convolutional-neural-networks deep-learning speaker-recognition

Last synced: 04 Apr 2025

https://github.com/astorfi/3D-convolutional-speaker-recognition

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

3d convolutional-neural-networks deep-learning speaker-recognition

Last synced: 24 Mar 2025

https://github.com/ziqi-jin/finetune-anything

Fine-tune SAM (Segment Anything Model) for computer vision tasks such as semantic segmentation, matting, detection ... in specific scenarios

computer-vision deep-learning fine-tune segment-anything

Last synced: 06 May 2025

https://github.com/NVIDIA-Merlin/Merlin

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

deep-learning end-to-end gpu-acceleration machine-learning recommendation-system recommender-system

Last synced: 30 Jul 2025

https://github.com/kratzert/finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

alexnet deep-learning fine-tune tensorflow

Last synced: 03 Jul 2025

https://github.com/torrvision/crayon

A language-agnostic interface to TensorBoard

crayon data-visualization deep-learning docker pytorch tensorboard tensorflow torch7

Last synced: 14 Jan 2026

https://github.com/vandit15/Class-balanced-loss-pytorch

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

computer-vision cvpr2019 deep-learning loss-functions pytorch

Last synced: 08 May 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 182 awesome-deep-trading 94 awesome-radar-perception 559