"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
30,083 stars
6,653 forks
979 projects
Last updated: 28 Sep 2026
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
28,934 stars
6,351 forks
598 projects
Last updated: 18 Sep 2026
awesome-deep-learning-papers
The most cited deep learning papers
deep-learning deep-neural-networks machine-learning
26,188 stars
4,415 forks
238 projects
Last updated: 17 Sep 2026
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
20,907 stars
2,597 forks
525 projects
Last updated: 12 Sep 2026
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
19,047 stars
2,881 forks
686 projects
Last updated: 02 Oct 2026
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
18,156 stars
3,968 forks
484 projects
Last updated: 01 Sep 2026
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
16,670 stars
2,839 forks
708 projects
Last updated: 16 Sep 2026
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
16,431 stars
2,552 forks
81 projects
Last updated: 11 Sep 2026
techniques
Techniques for deep learning with satellite & aerial imagery
convolutional-neural-networks dataset datasets deep-learning deep-neural-networks earth-observation image-classification machine-learning object-detection python
10,264 stars
1,646 forks
1,770 projects
Last updated: 22 Sep 2026
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
9,332 stars
1,292 forks
57 projects
Last updated: 03 Oct 2026
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
6,933 stars
898 forks
480 projects
Last updated: 17 Sep 2026
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
6,459 stars
784 forks
264 projects
Last updated: 01 Sep 2026
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
6,426 stars
836 forks
463 projects
Last updated: 16 Sep 2026
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
6,347 stars
773 forks
463 projects
Last updated: 29 Sep 2026
learn-ai-engineering
Learn AI and LLMs from scratch using free resources
agentic-ai agents ai deep-learning generative-ai large-language-models llm machine-learning mcp ml
6,056 stars
1,446 forks
114 projects
Last updated: 21 Sep 2026
Awesome-Geospatial
Long list of geospatial tools and resources
awesome awesome-list data-analysis deep-learning earth-observation geoprocessing geospatial geospatial-analysis geotools gis
5,276 stars
788 forks
1,590 projects
Last updated: 01 Sep 2026
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
5,047 stars
498 forks
2,160 projects
Last updated: 18 Sep 2026
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
4,546 stars
298 forks
140 projects
Last updated: 17 Sep 2026
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
4,427 stars
260 forks
380 projects
Last updated: 23 Sep 2026
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
4,191 stars
383 forks
102 projects
Last updated: 06 Sep 2026
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
4,026 stars
702 forks
125 projects
Last updated: 13 Sep 2026
awesome-knowledge-distillation
Awesome Knowledge Distillation
co-training deep-learning distillation distillation-model kd knowldge-distillation knowledge-distillation knowledge-transfer model-compression model-distillation
3,902 stars
515 forks
197 projects
Last updated: 08 Sep 2026
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 medical
3,762 stars
342 forks
1,171 projects
Last updated: 06 Sep 2026
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
3,761 stars
258 forks
281 projects
Last updated: 22 Sep 2026
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
3,605 stars
463 forks
382 projects
Last updated: 30 Sep 2026
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
3,390 stars
532 forks
497 projects
Last updated: 03 Sep 2026
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
ai-courses artificial-intelligence deep-learning machine-learning reinforcement-learning
3,116 stars
319 forks
40 projects
Last updated: 02 Oct 2026
awesome-image-classification
A curated list of deep learning image classification papers and codes
awesome awesome-list computer-vision deep-learning image-classification papers
3,063 stars
603 forks
220 projects
Last updated: 24 Aug 2026
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
3,028 stars
670 forks
120 projects
Last updated: 24 Sep 2026
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
2,987 stars
345 forks
248 projects
Last updated: 28 Sep 2026
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
2,914 stars
371 forks
444 projects
Last updated: 05 Sep 2026
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
2,910 stars
509 forks
138 projects
Last updated: 30 Sep 2026
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
2,776 stars
329 forks
165 projects
Last updated: 02 Sep 2026
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking, Post Ranking, Relevance, LLM and RL. Please cite our paper "Deep Learning to Rank in Industrial Search Engines, Recommender Systems, and Online Advertising - An Overview and New Perspectives" (TOIS 2026).
advertising ctr cvr deep-learning recommender-system reinforcement-learning search search-engine
2,612 stars
299 forks
512 projects
Last updated: 05 Oct 2026
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
2,527 stars
505 forks
145 projects
Last updated: 06 Sep 2026
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
2,479 stars
404 forks
89 projects
Last updated: 05 Sep 2026
awesome-autonomous-vehicles
Curated List of Self-Driving Cars and Autonomous Vehicles Resources
autonomous-cars autonomous-vehicles car-driving computer-vision deep-learning
2,393 stars
598 forks
296 projects
Last updated: 18 Sep 2026
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
2,344 stars
318 forks
176 projects
Last updated: 19 Sep 2026
awesome-remote-sensing-change-detection
A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detection.
awesome change-detection dataset deep-learning remote-sensing
2,341 stars
407 forks
245 projects
Last updated: 22 Sep 2026
Awesome-Graph-Neural-Networks
Paper Lists for Graph Neural Networks
convolutional-networks deep-learning generated-graphs graph-attention graph-auto-encoder graph-network
2,311 stars
377 forks
153 projects
Last updated: 05 Sep 2026
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
2,269 stars
128 forks
48 projects
Last updated: 09 Sep 2026
Awesome-World-Model
Collect some World Models for Autonomous Driving (and Robotic, etc.) papers.
artificial-intelligence artificial-intelligence-algorithms autonomous-driving autonomous-vehicles awesome computer-vision deep-learning future-predict robotics world-model
2,208 stars
87 forks
955 projects
Last updated: 16 Aug 2026
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
2,158 stars
168 forks
218 projects
Last updated: 30 Aug 2026
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
2,110 stars
172 forks
572 projects
Last updated: 02 Sep 2026
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
2,038 stars
357 forks
94 projects
Last updated: 07 Sep 2026
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
2,012 stars
223 forks
4,069 projects
Last updated: 30 Aug 2026
awesome-world-models
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related websites.
artificial-intelligence autonomous-driving awesome deep-learning embodied-ai future-prediction video-prediction world-model
2,000 stars
76 forks
1,343 projects
Last updated: 06 Sep 2026
Awesome-Dataset-Distillation
A curated list of awesome papers on dataset distillation and related applications.
1,973 stars
181 forks
373 projects
Last updated: 28 Sep 2026
awesome-backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
cnn deep-learning image-classification pytorch pytorch-classification resnet swin-transformer transformer
1,953 stars
270 forks
82 projects
Last updated: 10 Sep 2026
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
1,896 stars
241 forks
189 projects
Last updated: 06 Sep 2026
awesome-radar-perception
A curated list of radar datasets, detection, tracking and fusion
autonomous-driving autonomous-vehicles dataset deep-learning detection fusion radar slam
1,885 stars
342 forks
559 projects
Last updated: 20 Sep 2026
awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
computer-vision contrast-enhancement deep-learning histogram-equalization image-enhancement image-enhancment image-processing low-light low-light-image-enhancement retinex
1,846 stars
239 forks
219 projects
Last updated: 21 Aug 2026
Awesome-Interview
Collection of awesome interview references.
android backend cpp deep-learning frontend interview interview-practice interview-prep interview-preparation interviews
1,840 stars
307 forks
204 projects
Last updated: 22 Aug 2026
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
1,836 stars
329 forks
225 projects
Last updated: 29 Sep 2026
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
1,817 stars
397 forks
146 projects
Last updated: 25 Sep 2026
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
1,817 stars
294 forks
141 projects
Last updated: 30 Aug 2026
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
1,793 stars
401 forks
692 projects
Last updated: 01 Sep 2026
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
1,751 stars
382 forks
49 projects
Last updated: 31 Aug 2026
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
1,727 stars
167 forks
440 projects
Last updated: 18 Sep 2026
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
1,711 stars
378 forks
106 projects
Last updated: 29 Aug 2026
Awesome-Interaction-aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
artificial-intelligence autonomous-driving autonomous-vehicles behavior-analysis behavior-prediction computer-vision deep-learning human-trajectory-prediction machine-learning motion-prediction
1,693 stars
309 forks
565 projects
Last updated: 18 Sep 2026
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
1,655 stars
276 forks
226 projects
Last updated: 21 Aug 2026
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
1,631 stars
146 forks
563 projects
Last updated: 23 Sep 2026
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
1,630 stars
159 forks
198 projects
Last updated: 20 Sep 2026
Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
awesome-list deep-learning medical-imaging medical-informatics
1,612 stars
502 forks
62 projects
Last updated: 04 Oct 2026
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
1,568 stars
95 forks
191 projects
Last updated: 11 Sep 2026
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
1,540 stars
180 forks
85 projects
Last updated: 14 Sep 2026
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
1,540 stars
155 forks
127 projects
Last updated: 30 Jul 2026
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
1,528 stars
231 forks
133 projects
Last updated: 24 Sep 2026
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
1,485 stars
186 forks
72 projects
Last updated: 06 Sep 2026
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
1,436 stars
166 forks
76 projects
Last updated: 20 Aug 2026
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
1,427 stars
149 forks
39 projects
Last updated: 05 Sep 2026
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
1,393 stars
190 forks
110 projects
Last updated: 08 Sep 2026
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
1,380 stars
326 forks
108 projects
Last updated: 28 Jul 2026
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
1,367 stars
124 forks
84 projects
Last updated: 26 Aug 2026
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
1,365 stars
187 forks
103 projects
Last updated: 01 Sep 2026
ai-game-devtools
Your AI Game Dev Hub. The ultimate resource hub for AI-powered game development tools. Discover cutting-edge LLMs, World Model, Agent, Code, Image, Texture, Shader, 3D Model, Animation, Video, Audio, Music, Singing Voice and Analytics. 🔥
ai-agents ai-game-development ai-game-engine ai-platform ai-toolkit aigc artificial-intelligence awesome-list deep-learning game-ai
1,352 stars
131 forks
807 projects
Last updated: 27 Sep 2026
awesome-vlm-architectures
Curated visual catalog of 155+ vision-language model (VLM/MLLM) architectures: papers, diagrams, training recipes, datasets, and a release timeline for multimodal AI agents.
ai-agents architecture-diagrams arxiv awesome awesome-list computer-vision deep-learning foundation-models large-multimodal-models mllm
1,311 stars
55 forks
209 projects
Last updated: 05 Sep 2026
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
1,309 stars
123 forks
87 projects
Last updated: 18 Sep 2026
awesome-ai-papers
A curated list of the most impressive AI papers
ai awesome awesome-list deep-learning machine-learning papers research sota state-of-the-art
1,308 stars
117 forks
178 projects
Last updated: 08 Sep 2026
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
1,292 stars
208 forks
253 projects
Last updated: 16 Sep 2026
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
1,247 stars
69 forks
419 projects
Last updated: 31 Aug 2026
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
1,239 stars
92 forks
329 projects
Last updated: 25 Sep 2026
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
1,224 stars
134 forks
97 projects
Last updated: 26 Aug 2026
awesome-architecture-search
A curated list of awesome architecture search resources
deep-learning neural-architecture-search
1,190 stars
198 forks
38 projects
Last updated: 19 Jul 2026
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
1,164 stars
111 forks
156 projects
Last updated: 02 Sep 2026
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
1,150 stars
191 forks
43 projects
Last updated: 19 Sep 2026
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
1,069 stars
57 forks
184 projects
Last updated: 11 Sep 2026
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
1,051 stars
166 forks
543 projects
Last updated: 16 Sep 2026
Awesome-Deep-Graph-Clustering
[IEEE T-KDE 2026] 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
1,017 stars
155 forks
311 projects
Last updated: 05 Sep 2026
Awesome-Open-Vocabulary
(TPAMI 2024) A Survey on Open Vocabulary Learning
computer-vision deep-learning open-vocabulary tpami-2024
1,003 stars
43 forks
162 projects
Last updated: 01 Sep 2026
awesome-active-learning
Everything you need about Active Learning (AL).
active-learning awesome awesome-list crowdsourcing deep-learning human-in-the-loop machine-learning
996 stars
87 forks
39 projects
Last updated: 24 Jul 2026
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
994 stars
128 forks
236 projects
Last updated: 01 Sep 2026
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
975 stars
192 forks
67 projects
Last updated: 07 Sep 2026
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
947 stars
152 forks
54 projects
Last updated: 25 Aug 2026
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
938 stars
163 forks
113 projects
Last updated: 18 Sep 2026
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
931 stars
163 forks
40 projects
Last updated: 15 Aug 2026
awesome-graph-transformer
Papers about graph transformers.
deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers
929 stars
73 forks
96 projects
Last updated: 22 Sep 2026
awesome-6d-object
Awesome work on object 6 DoF pose estimation
computer-vision deep-learning object-pose-estimation pose-estimation
891 stars
85 forks
600 projects
Last updated: 12 Aug 2026
Awesome-AI
A curated list of awesome things related to artificial intelligence tools
ai artificial-intelligence assistant awesome awesome-list awesome-lists awesomeai deep-learning marketing resource
886 stars
183 forks
410 projects
Last updated: 07 Sep 2026