An open API service indexing awesome lists of open source software.

"deep-learning" Awesome Lists

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

26,587 stars
6,094 forks
840 projects

Last updated: 10 Jun 2025

awesome-deep-learning-papers

The most cited deep learning papers

deep-learning deep-neural-networks machine-learning

25,830 stars
4,468 forks
238 projects

Last updated: 07 May 2025

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome awesome-list deep-learning deep-learning-tutorial deep-networks face-images machine-learning neural-network recurrent-networks

25,255 stars
6,118 forks
598 projects

Last updated: 08 May 2025

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome awesome-list data-mining deep-learning explainability interpretability large-scale-machine-learning large-scale-ml machine-learning machine-learning-operations

18,486 stars
2,351 forks
472 projects

Last updated: 26 May 2025

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome awesome-list deep-learning language machine-learning natural-language-processing nlp text-mining

17,112 stars
2,605 forks
203 projects

Last updated: 24 Apr 2025

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

awesome awesome-list deep-learning deep-learning-tutorial deep-neural-networks deeplearning list machine-learning machinelearning neural-network

16,158 stars
3,844 forks
484 projects

Last updated: 07 May 2025

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome awesome-list computer-vision cv data-science deep-learning facebook machine-learning natural-language-processing neural-network

15,824 stars
2,822 forks
704 projects

Last updated: 07 May 2025

awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

ai artificial-intelligence deep-learning intelligent-machines intelligent-systems machine-intelligence machine-learning neural-network reinforcement-learning statistical-learning

11,847 stars
1,979 forks
168 projects

Last updated: 07 May 2025

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

awesome awesome-list classification dataset deep-learning forecasting image-classification machine-learning multi-label-classification series-forecasting

8,251 stars
1,255 forks
57 projects

Last updated: 25 Apr 2025

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing reading-list reinforcement-learning representation-learning robotics

6,396 stars
875 forks
480 projects

Last updated: 24 Apr 2025

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

computer-vision deep-learning machine-learning natural-language-processing reinforcement-learning robotics self-supervised

6,273 stars
837 forks
453 projects

Last updated: 07 May 2025

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

attention-mechanism attention-mechanisms awesome-list computer-vision deep-learning detr papers self-attention transformer transformer-architecture

4,848 stars
492 forks
2,160 projects

Last updated: 30 Apr 2025

Awesome-Geospatial

Long list of geospatial tools and resources

awesome awesome-list data-analysis deep-learning earth-observation geoprocessing geospatial geospatial-analysis geotools gis

4,410 stars
651 forks
1,272 projects

Last updated: 06 May 2025

Awesome-Prompt-Engineering

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

chatgpt chatgpt-api deep-learning few-shot-learning gpt gpt-3 machine-learning openai prompt prompt-based-learning

4,356 stars
409 forks
147 projects

Last updated: 19 Apr 2025

Awesome-AIGC-Tutorials

Curated tutorials and resources for Large Language Models, AI Painting, and more.

ai aigc awesome chatgpt courses-resource deep-learning llm midjourney multimodal nlp

4,157 stars
276 forks
140 projects

Last updated: 24 Apr 2025

Awesome-ChatGPT

ChatGPT资料汇总学习,持续更新......

ai awesome chatgpt deep-learning gpt gpt-3 nlp openai reinforcement-learning

4,150 stars
388 forks
102 projects

Last updated: 04 Jun 2025

awesome-ai-in-finance

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

analysis awesome awesome-list cryptocurrency deep-learning financial neural-network quant quantitative-finance reinforcement-learning

3,975 stars
470 forks
143 projects

Last updated: 24 Apr 2025

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

deep-learning deep-reinforcement-learning human-feedback large-language-models reinforcement-learning rlhf

3,909 stars
239 forks
232 projects

Last updated: 30 Apr 2025

awesome-hand-pose-estimation

Awesome work on hand pose estimation/tracking

3d-hand computer-vision deep-learning hand-articulations hand-keypoints hand-mesh hand-pose hand-pose-estimation hand-pose-regression hand-shape

3,200 stars
532 forks
497 projects

Last updated: 29 Apr 2025

Awesome-Quant-Machine-Learning-Trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

awesome awesome-list deep-learning financial-machine-learning machine-learning machine-learning-trading stock-trading trading-strategies

2,964 stars
582 forks
125 projects

Last updated: 28 Apr 2025

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome awesome-list computer-vision deep-learning image-classification papers

2,948 stars
604 forks
220 projects

Last updated: 06 May 2025

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

ai-courses artificial-intelligence deep-learning machine-learning reinforcement-learning

2,923 stars
299 forks
40 projects

Last updated: 24 Apr 2025

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

code corpus deep-learning modelzoo neural-network nlp paper reinforcement-learning video

2,902 stars
666 forks
117 projects

Last updated: 17 Apr 2025

awesome-deep-learning-music

List of articles related to deep learning applied to music

article audio audio-processing awesome awesome-list bib deep-learning deep-neural-networks deeplearning list

2,871 stars
340 forks
248 projects

Last updated: 06 May 2025

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

anomaly anomaly-detection anomalydetection awesome awesome-anomaly-detection awesomeanomalydetection deep-learning machine-learning machinelearning

2,798 stars
514 forks
138 projects

Last updated: 21 Apr 2025

awesome-python-data-science

Probably the best curated list of data science software in Python.

awesome awesome-list awesome-python data-analysis data-science data-visualization deep-learning machine-learning python scikit-learn

2,788 stars
367 forks
373 projects

Last updated: 25 Apr 2025

awesome-mlss

🤖 Machine Learning Summer School Guide

artificial-intelligence deep-learning machine-learning reinforcement-learning summer-school summer-schools

2,759 stars
315 forks
59 projects

Last updated: 26 Apr 2025

Awesome-Text2SQL

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

ai awesome datset deep-learning finetuning hacktoberfest hacktoberfest2024 llm nl-to-sql nl2sql

2,612 stars
179 forks
278 projects

Last updated: 18 Apr 2025

Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

burst-deblurring camera-shake deblurring deep-learning defocus-blur defocus-deblurring image-deblurring image-deconvolution kernel-estimation motion-blur

2,598 stars
372 forks
406 projects

Last updated: 03 May 2025

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

code-generation compiler deep-learning high-performance-computing machine-learning programming-language tensor

2,559 stars
310 forks
165 projects

Last updated: 02 May 2025

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

awesome-list awesome-lists deep-learning ocr ocr-detection ocr-paper ocr-paper-list ocr-papers ocr-recognition text-detection

2,526 stars
511 forks
145 projects

Last updated: 27 May 2025

awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

2d-human-pose 3d-human-pose awesome-list computer-vision deep-learning deep-learning-papers human-pose-estimation pose-estimation

2,461 stars
408 forks
89 projects

Last updated: 10 Jun 2025

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

autodl automl awesome deep-learning hyper-parameter-optimization nas neural-architecture-search

2,278 stars
317 forks
176 projects

Last updated: 20 Apr 2025

Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

convolutional-networks deep-learning generated-graphs graph-attention graph-auto-encoder graph-network

2,260 stars
382 forks
153 projects

Last updated: 02 Jun 2025

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

autonomous-cars autonomous-vehicles car-driving computer-vision deep-learning

2,245 stars
582 forks
296 projects

Last updated: 23 Apr 2025

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

anomaly-detection anomaly-segmentation computer-vision dataset deep-learning defect-detection industrial-image

2,180 stars
194 forks
803 projects

Last updated: 06 May 2025

Awesome-Rust-MachineLearning

This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. 🦀

awasome deep-learning image-processing machine-learning machine-learning-library natural-language-processing rust rust-library

2,119 stars
117 forks
48 projects

Last updated: 21 May 2025

Awesome-Model-Quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

awesome binarized-neural-networks binary-network deep-learning efficient-deep-learning lightweight-neural-network model-acceleration model-compression model-quantization quantization

2,084 stars
221 forks
529 projects

Last updated: 07 May 2025

awesome-jax

JAX - A curated list of resources https://github.com/google/jax

autograd awesome awesome-list deep-learning jax machine-learning neural-network numpy xla

1,802 stars
143 forks
205 projects

Last updated: 07 May 2025

Awesome-Interview

Collection of awesome interview references.

android backend cpp deep-learning frontend interview interview-practice interview-prep interview-preparation interviews

1,795 stars
310 forks
204 projects

Last updated: 06 Jun 2025

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

ddpm deep-learning denoising diffusion diffusion-models generation generative-models machine-learning medical-imaging ncsn

1,781 stars
159 forks
414 projects

Last updated: 01 May 2025

Awesome-pytorch-list-CNVersion

Awesome-pytorch-list 翻译工作进行中......

awsome-pytorch-list cnversion computer-vision cv data-sicence deep-learning facebook machine-learning neural-network nlp

1,768 stars
400 forks
692 projects

Last updated: 19 Apr 2025

Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

artificial-intelligence awesome computer-vision data-mining database deep-learning efficiency federated-learning federated-learning-framework graph

1,745 stars
197 forks
2,549 projects

Last updated: 09 Jun 2025

awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

awesome awesome-list deep-learning machine-learning speaker-diarization speech-processing speech-recognition

1,735 stars
232 forks
181 projects

Last updated: 04 May 2025

awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

awesome awesome-list cnn deep-learning lstm machine-learning tensorflow

1,697 stars
290 forks
141 projects

Last updated: 20 Apr 2025

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

churn classification classifier credit-card-fraud credit-card-fraud-detection credit-card-validation credit-scoring data-mining data-science deep-learning

1,693 stars
311 forks
186 projects

Last updated: 29 Apr 2025

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

deep-learning graph-mining graph-neural-networks graph-self-supervised-learning machine-learning pre-training pretraining self-supervised-learning

1,675 stars
161 forks
440 projects

Last updated: 20 May 2025

awesome-AIOps

AIOps学习资料汇总,欢迎一起补全这个仓库,欢迎star

aiops alarm-reduction anomaly-detection deep-learning machine-learning root-cause-analysis time-series-analysis

1,633 stars
364 forks
49 projects

Last updated: 26 Apr 2025

Awesome-Dataset-Distillation

A curated list of awesome papers on dataset distillation and related applications.

awesome-list deep-learning

1,632 stars
146 forks
262 projects

Last updated: 01 May 2025

awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

cryptocurrency deep-learning deep-neural-networks deep-reinforcement-learning deep-trading fintech frequency-trading machine-learning quantitative-trading stock-trading

1,628 stars
313 forks
94 projects

Last updated: 09 May 2025

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.

advertising ctr cvr deep-learning recommender-system reinforcement-learning search search-engine

1,606 stars
241 forks
478 projects

Last updated: 27 Apr 2025

Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

awesome-list deep-learning medical-imaging medical-informatics

1,592 stars
501 forks
62 projects

Last updated: 20 May 2025

awesome-radar-perception

A curated list of radar datasets, detection, tracking and fusion

autonomous-driving autonomous-vehicles dataset deep-learning detection fusion radar slam

1,559 stars
309 forks
559 projects

Last updated: 05 May 2025

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

ai algorithms artificial-intelligence cloud-devops data data-generation deep-learning dl docker graal

1,529 stars
362 forks
95 projects

Last updated: 21 Apr 2025

Awesome-Implicit-NeRF-Robotics

A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites

3d-computer-vision 6d-pose-estimation computer-vision deep-learning dynamics implicit-neural-representation implicit-representations manipulation navigation nerf

1,463 stars
94 forks
190 projects

Last updated: 01 May 2025

awesome-colab-notebooks

Collection of google colaboratory notebooks for fast and easy experiments

cnn colab-notebooks deep-learning deep-neural-networks generative-adversarial-network google-colab google-colab-notebook google-colab-notebooks google-colab-tutorial google-colaboratory

1,447 stars
260 forks
598 projects

Last updated: 23 Apr 2025

awesome-AI-books

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

ai algorithms artificial-intelligence books data-mining deep-learning learning machine-learning mathematics pdf

1,443 stars
342 forks
141 projects

Last updated: 11 Jun 2025

awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库

awesome awesome-list class-imbalance deep-learning ensemble-learning fair-ml fairness-ml imbalanced-classes imbalanced-classification imbalanced-data

1,433 stars
228 forks
131 projects

Last updated: 22 Apr 2025

iOS_ML

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

artificial-intelligence awesome-list computer-vision deep-learning gpgpu machine-learning natural-language-processing neural-network speech-recognition swift

1,433 stars
154 forks
39 projects

Last updated: 18 Apr 2025

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

deep-learning dynamical-modeling dynamical-systems hamiltonian-dynamics implicit-models ode ode-solver ordinary-differential-equations root-finding

1,432 stars
157 forks
127 projects

Last updated: 07 May 2025

awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning

1,406 stars
167 forks
76 projects

Last updated: 30 Apr 2025

awesome-document-understanding

A curated list of resources for Document Understanding (DU) topic

awesome awesome-list deep-learning document-ai document-analysis document-intelligence document-layout-analysis document-understanding information-extraction intelligent-processing

1,405 stars
160 forks
85 projects

Last updated: 07 May 2025

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

anomalydetection awesome awesome-list changepoint-detection classification data-mining deep-learning forecasting machine-learning missing-data

1,391 stars
135 forks
563 projects

Last updated: 23 Apr 2025

Awesome-TensorFlow-Chinese

Awesome-TensorFlow-Chinese,TensorFlow 中文资源精选,官方网站,安装教程,入门教程,视频教程,实战项目,学习路径。QQ群:167122861,公众号:磐创AI,微信群二维码:http://www.tensorflownews.com/

awesome deep-learning google-tensorflow machine-learning tensorflow tensorflow-chinese tensorflow-tutorials

1,365 stars
329 forks
107 projects

Last updated: 05 May 2025

yt-channels-DS-AI-ML-CS

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

ai artificial-intelligence awesome awesome-list coding data data-analysis data-engineering data-science deep-learning

1,349 stars
139 forks
195 projects

Last updated: 10 Jun 2025

CV-pretrained-model

A collection of computer vision pre-trained models.

awesome-list computer-vision data-science deep-learning image image-classification keras model model-selection models

1,330 stars
191 forks
103 projects

Last updated: 09 Apr 2025

awesome-tensorflow-lite

An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

android awesome awesome-list computer-vision deep-learning flutter ios keras-tutorials mediapipe mlkit

1,290 stars
180 forks
110 projects

Last updated: 23 Apr 2025

awesome-seml

A curated list of articles that cover the software engineering best practices for building machine learning applications.

awesome awesome-list deep-learning machine-learning ml-ops software-engineering

1,276 stars
124 forks
84 projects

Last updated: 22 Apr 2025

awesome-face

An awesome face technology repository.

artificial-intelligence awesome-face deep-learning face face-3d face-action face-anti-spoofing face-benchmark face-clustering face-code

1,275 stars
213 forks
253 projects

Last updated: 14 Apr 2025

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

deep-learning hacktoberfest-accepted representation-learning self-supervised-learning transfer-learning unsupervised-learning

1,266 stars
126 forks
87 projects

Last updated: 14 Apr 2025

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

aaai acl awesome deep-learning distant-supervision emnlp machine-learning naacl natural-language-processing new-york-times

1,201 stars
136 forks
97 projects

Last updated: 04 May 2025

awesome-architecture-search

A curated list of awesome architecture search resources

deep-learning neural-architecture-search

1,187 stars
199 forks
38 projects

Last updated: 29 Apr 2025

AwesomeAnimeResearch

Papers, repository and other data about anime or manga research. Please let me know if you have information that the list does not include.

anime awesome deep-learning machine-learning

1,142 stars
72 forks
368 projects

Last updated: 09 Apr 2025

awesome-robotics

A curated list of awesome links and software libraries that are useful for robots.

awesome awesome-list datasets deep-learning image-segmentation list lists machine-learning optimization optimization-algorithms

1,114 stars
160 forks
72 projects

Last updated: 04 May 2025

Awesome-Image-Colorization

:books: A collection of Deep Learning based Image Colorization and Video Colorization papers.

automatic-colorization color-palette color-strokes color-transfer colorization computer-vision deep-learning graphics image-colorization image-colorization-paper

1,072 stars
108 forks
130 projects

Last updated: 28 Apr 2025

best-of-jupyter

🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

awesome best-of best-of-list collections deep-learning jupyter jupyter-extension jupyter-kernels jupyter-notebook jupyter-notebook-extension

1,062 stars
83 forks
407 projects

Last updated: 08 May 2025

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

adaboost boosting catboost classification-algorithm classification-tree classification-trees classifier decision-tree deep-learning gradient-boosted-trees

1,022 stars
160 forks
518 projects

Last updated: 21 Apr 2025

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

awesome-list capsule-network capsule-networks computer-vision deep-learning neural-networks

978 stars
197 forks
67 projects

Last updated: 04 Apr 2025

Awesome-World-Model

Collect some World Models for Autonomous Driving (and Robotic) papers.

artificial-intelligence artificial-intelligence-algorithms autonomous-driving autonomous-vehicles awesome computer-vision deep-learning future-predict robotics world-model

934 stars
33 forks
322 projects

Last updated: 26 Apr 2025

Awesome-Open-Vocabulary

(TPAMI 2024) A Survey on Open Vocabulary Learning

computer-vision deep-learning open-vocabulary tpami-2024

925 stars
48 forks
161 projects

Last updated: 28 Apr 2025

awesome-sentiment-analysis

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

awesome-list deep-learning linguistics machine-learning nlp python sentiment-analysis supervised-machine-learning

924 stars
163 forks
40 projects

Last updated: 08 Mar 2025

awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

awesome-list deep-learning papers zero-shot-learning

919 stars
164 forks
113 projects

Last updated: 17 Mar 2025

awesome-ai-awesomeness

A curated list of awesome awesomeness about artificial intelligence

artificial-intelligence artificial-neural-networks computer-vision deep-learning machine-l natural-language-processing neural-networks

906 stars
118 forks
236 projects

Last updated: 04 May 2025

openstl

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

artificial-intelligence attention-mechanism awesome-list awesome-lists benchmark computer-vision deep-learning mlp predictive-learning pytorch

905 stars
146 forks
43 projects

Last updated: 30 Apr 2025

Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering

903 stars
142 forks
207 projects

Last updated: 26 Apr 2025

my-cs-degree

A CS degree with a focus on full-stack ML engineering, 2020

awesome-list computer-science curated-list deep-learning fullstack-deeplearning natural-language-processing resources

889 stars
142 forks
73 projects

Last updated: 08 Apr 2025

awesome-active-learning

Everything you need about Active Learning (AL).

active-learning awesome awesome-list crowdsourcing deep-learning human-in-the-loop machine-learning

881 stars
80 forks
39 projects

Last updated: 25 Apr 2025

awesome-graph-transformer

Papers about graph transformers.

deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers

875 stars
75 forks
96 projects

Last updated: 02 May 2025

ai-game-devtools

Here we will keep track of the latest AI Game Development Tools, including LLM, Agent, Code, Writer, Image, Texture, Shader, 3D Model, Animation, Video, Audio, Music, Singing Voice and Analytics. 🔥

ai-platform ai-toolkit aigc artificial-intelligence awesome-list deep-learning game-ai game-development game-engine mechine-learing

850 stars
85 forks
712 projects

Last updated: 28 May 2025

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

adversarial-attacks adversarial-machine-learning awesome-list data-mining deep-learning graph-algorithms graph-attack graph-data literature-review machine-learning

849 stars
132 forks
314 projects

Last updated: 16 Apr 2025

awesome-6d-object

Awesome work on object 6 DoF pose estimation

computer-vision deep-learning object-pose-estimation pose-estimation

819 stars
88 forks
600 projects

Last updated: 28 Apr 2025

awesome-llm-role-playing-with-persona

Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas

agent ai aigc awesome awesome-list character chatgpt conversational-ai deep-learning large-language-models

817 stars
39 forks
152 projects

Last updated: 12 Jun 2025

StarryDivineSky

精选了10K+项目,包括机器学习、深度学习、NLP、GNN、推荐系统、生物医药、机器视觉、前后端开发等内容。Selected more than 10k+ projects, including machine learning, deep learning, NLP, GNN, recommendation system, biomedicine, machine vision, etc. Let more excellent projects be discovered by people. Continue to update! Welcome to star!

awesome awesome-list biomedicine cv data-science deep-learning hacker language-model large-language-models machine-learning

795 stars
114 forks
497 projects

Last updated: 25 Apr 2025

awesome-active-learning

A curated list of awesome Active Learning

active-learning awesome deep-learning machine-learning papers

765 stars
70 forks
115 projects

Last updated: 23 Apr 2025

awesome-scene-understanding

😎 A list of awesome scene understanding papers.

3d-scene awesome computer-vision deep-learning indoor-scenes scene-understanding

757 stars
97 forks
200 projects

Last updated: 23 Apr 2025

awesome-emdl

Embedded and mobile deep learning research resources

deep-learning deep-neural-networks efficient-neural-networks embedded-ai inference mobile-ai mobile-deep-learning mobile-inference neural-network-compression pruning

746 stars
167 forks
147 projects

Last updated: 22 Mar 2025

awesome-multi-task-learning

2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

adapter awesome-list computer-vision deep-learning deep-neural-networks loss-strategy machine-learning multi-domain-learning multi-task-architecture multi-task-learning

743 stars
57 forks
231 projects

Last updated: 30 Apr 2025

awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

active-learning awesome-list bias-detection computer-vision data-centric-ai data-curation data-drift data-versioning data-visualization deep-learning

719 stars
35 forks
56 projects

Last updated: 02 May 2025

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