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

"deep-learning" Awesome Lists

awesome-active-learning

A curated list of awesome Active Learning

active-learning awesome deep-learning machine-learning papers

772 stars
71 forks
115 projects

Last updated: 07 Aug 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

757 stars
168 forks
147 projects

Last updated: 06 Sep 2025

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

748 stars
135 forks
410 projects

Last updated: 24 Oct 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

729 stars
36 forks
56 projects

Last updated: 16 Oct 2025

awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

atari deep-learning deep-q-learning learning machine-learning machine-learning-algorithms monte-carlo monte-carlo-tree-search policy-evaluation policy-gradient

684 stars
76 forks
111 projects

Last updated: 21 Aug 2025

awesome-nlp-sentiment-analysis

:book: 收集NLP领域相关的数据集、论文、开源实现,尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

deep-learning emotion-analysis machine-learning nlp opinion-target-extraction sentiment-analysis

682 stars
89 forks
43 projects

Last updated: 09 Sep 2025

awesome-question-answering

Resources, datasets, papers on Question Answering

awesome awesome-list deep-learning machine-learning papers question-answering

681 stars
194 forks
92 projects

Last updated: 16 Aug 2025

Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

deep-learning dynamic-graph-embedding dynamic-network-embedding graph-neural-network graph-neural-networks temporal-graph temporal-network

678 stars
87 forks
150 projects

Last updated: 22 Sep 2025

AiTreasureBox

🤖 Collect practical AI repos, tools, websites, papers and tutorials on AI. 实用的AI百宝箱 💎

agi ai ai-gents ai-prompts ai-tools alpaca awesome-list deep-learning deepseek gpt

677 stars
96 forks
1,492 projects

Last updated: 04 Oct 2025

Awesome-3D-Object-Detection

Papers, code and datasets about deep learning for 3D Object Detection.

3d-representation autonomous-driving computer-vision cvpr cvpr2020 cvpr2021 cvpr2022 deep-learning deep-neural-networks machine-learning

651 stars
56 forks
169 projects

Last updated: 17 Sep 2025

awesome-ai-data-guided-projects

A curated list of data science & AI guided projects to start building your portfolio

ai computer-vision datascience deep-learning llm machine-learning

645 stars
142 forks
56 projects

Last updated: 27 Aug 2025

awesome-holistic-3d

A list of papers and resources (data,code,etc) for holistic 3D reconstruction in computer vision

3d-reconstruction awesome computer-vision datasets deep-learning machine-learning

639 stars
93 forks
129 projects

Last updated: 28 Sep 2025

awesome-video-anomaly-detection

Papers for Video Anomaly Detection, released codes collection, Performance Comparision.

abnormal-events anomalies awesome deep-learning detection novelty-detection papers surveillance-videos video-anomaly-detection

635 stars
103 forks
75 projects

Last updated: 29 Sep 2025

Cool-Fashion-Papers

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

artificial-intelligence awesome-list collection curated-list deep-learning fashion gan generative-adversarial-network machine-learning neural-network

626 stars
111 forks
86 projects

Last updated: 16 Sep 2025

awesome-optical-flow

This is a list of awesome paper about optical flow and related work.

computer-vision deep-learning optical-flow

599 stars
38 forks
110 projects

Last updated: 16 Oct 2025

awesome-segmentation-saliency-dataset

A collection of some datasets for segmentation / saliency detection. Welcome to PR...:smile:

dataset datasets deep-learning deeplearning machine-learning machinelearning saliency-detection

590 stars
97 forks
338 projects

Last updated: 24 Sep 2025

awesome-CoreML-models

Collection of models for Core ML

ai awesome awesome-list coreml coreml-framework coreml-models coremltools deep-learning ios ios11

579 stars
60 forks
48 projects

Last updated: 01 Oct 2025

Awesome-Spiking-Neural-Networks

A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊论文和代码,正在持续更新中。

3rd-generation-of-artificial-neural-networks awesome awesome-list binary biological-plausibility brain-inspired codes deep-learning energy-efficiency event-driven

577 stars
56 forks
270 projects

Last updated: 16 Sep 2025

Awesome-Parameter-Efficient-Transfer-Learning

Collection of awesome parameter-efficient fine-tuning resources.

awesome-list computer-vision deep-learning parameter-efficient-fine-tuning pre-trained-models survey transfer-learning transformer

573 stars
16 forks
123 projects

Last updated: 27 Sep 2025

awesome-panoptic-segmentation

Panoptic Segmentation Resources List

computer-vision deep-learning panoptic-segmentation

554 stars
97 forks
45 projects

Last updated: 21 Jul 2025

Awesome-AGI

A curated list of awesome AGI frameworks, software and resources

agi artificial-general-intelligence artificial-intelligence autogpt autonomous-agents awesome awesome-agi awesome-list chatgpt deep-learning

549 stars
52 forks
45 projects

Last updated: 19 Oct 2025

MATLAB-Deep-Learning-Model-Hub

Discover pretrained models for deep learning in MATLAB

awesome awesome-list deep-learning matlab matlab-deep-learning model-zoo pretrained-models

539 stars
117 forks
77 projects

Last updated: 19 Sep 2025

Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

awesome community-detection data-mining deep-learning deep-neural-network graph-clustering graph-embedding graph-neural-network graph-neural-networks network-embedding

539 stars
94 forks
164 projects

Last updated: 15 Sep 2025

awesome-ai

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

artificial-intelligence chatbot data-science deep-learning machine-learning neural-network reinforcement-learning voice-assistant

536 stars
110 forks
274 projects

Last updated: 03 Sep 2025

awesome-computer-vision-models

A list of popular deep learning models related to classification, segmentation and detection problems

awesome awesome-list awesome-lists computer-vision computer-vision-algorithms deep-learning densenet diracnet efficientnet image-classification

535 stars
93 forks
189 projects

Last updated: 06 Sep 2025

awesome-time-series-segmentation-papers

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

anomaly-detection awesome awesome-list change-point-detection data-mining data-science dataset deep-learning machine-learning motion-capture

532 stars
12 forks
132 projects

Last updated: 07 Oct 2025

awesome-background-subtraction

A curated list of background subtraction related papers and resources

background-subtraction cnn deep-learning foreground-detection motion-detection

524 stars
86 forks
116 projects

Last updated: 29 Aug 2025

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

516 stars
12 forks
477 projects

Last updated: 08 Oct 2025

Awesome-Novel-Class-Discovery

A list of papers that studies Novel Class Discovery

awesome-list class-discovery deep-learning ncd novel-categories novel-class-discovery papers

505 stars
62 forks
125 projects

Last updated: 26 Sep 2025

Vehicle_reID-Collection

:red_car: the collection of vehicle re-ID papers, datasets. :red_car:

awesome awesome-list cvpr-workshop dataset deep-learning paper pku-vehicle ve-ri vehicle vehicle-reid

502 stars
54 forks
101 projects

Last updated: 10 Sep 2025

awesome-text-generation

A curated list of recent models of text generation and application

deep-learning natural-language-processing neural-text-generation text-generation

491 stars
75 forks
66 projects

Last updated: 11 Aug 2025

Awesome-Domain-Generalization

Awesome things about domain generalization, including papers, code, etc.

awesome awesome-list datasets deep-learning domain-generalization libraries papers

483 stars
49 forks
343 projects

Last updated: 13 Oct 2025

awesome-agi-agents

🤖 Awesome list of AGI Agents. Agents 精选资源合集.

agents agents-art agi agi-agents ai ai-agents artificial-intelligence chatgpt claude-ai deep-learning

482 stars
35 forks
32 projects

Last updated: 12 Oct 2025

awesome-full-stack-machine-learning-courses

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

berkeley berkeley-ai berkeley-reinforcement-learning caltech columbia-university computer-science deep-learning deep-neural-networks edx-columbiax machine-learning

481 stars
100 forks
112 projects

Last updated: 14 Sep 2025

Awesome-Denoise

One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conference and journal.

awesome code deep-learning denosing matlab papers pytorch restoration tensorflow

481 stars
56 forks
164 projects

Last updated: 15 Sep 2025

Awesome-Traffic-Agent-Trajectory-Prediction

This is a list of papers related to traffic agent trajectory prediction.

awesome dataset deep-learning papers source-code traffic-agent trajectory-prediction

479 stars
60 forks
783 projects

Last updated: 11 Sep 2025

awesome-federated-computing

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

awesome-list decentralized deep-learning distributed-computing federated-learning machine-learning

476 stars
87 forks
122 projects

Last updated: 11 Sep 2025

Awesome-Document-Image-Rectification

A comprehensive list of awesome document image rectification papers.

awesome deep-learning document-dewarping document-image-processing document-image-rectification document-unwarping

474 stars
33 forks
63 projects

Last updated: 24 Sep 2025

awesome-llms-fine-tuning

Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs). Perfect for ML practitioners and researchers!

ai awesome-list deep-learning fine-tuning gpt large-language-models llms machine-learning nlp transformers

472 stars
62 forks
181 projects

Last updated: 26 Sep 2025

awesome-very-deep-learning

♾A curated list of papers and code about very deep neural networks

awesome-list deep-learning densenet highway-network machine-learning resnet vin

455 stars
94 forks
61 projects

Last updated: 09 Sep 2025

Awesome-Distributed-Deep-Learning

A curated list of awesome Distributed Deep Learning resources.

asynchronous awesome awesome-list computer-vision data-science deep-learning deep-neural-networks distributed-computing distributed-systems federated-learning

431 stars
84 forks
44 projects

Last updated: 30 Aug 2025

awesome-deepfakes-materials

A curated list of awesome Deepfakes materials

deep-learning deepfake deepfake-detection deepfake-texts deepfake-videos deepfake-voices deepfakes deepfakes-materials fake-videos images

427 stars
76 forks
62 projects

Last updated: 10 Sep 2025

awesome-ai-infrastructures

Infrastructures™ for Machine Learning Training/Inference in Production.

apache-arrow apache-mesos apache-spark artificial-intelligence awesome-list deep-learning deep-learning-framework federated-learning knowledge-distillation kubernetes

426 stars
75 forks
31 projects

Last updated: 15 Sep 2025

awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

deep-learning ehr health-informatics machine-learning paper

424 stars
90 forks
110 projects

Last updated: 18 Jul 2025

Computer-Vision-Video-Lectures

A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.

artificial-intelligence awesome computer-graphics computer-vision courses deep-learning education image-processing lectures lists

412 stars
82 forks
67 projects

Last updated: 27 Sep 2025

awesome-python

🐍 Hand-picked awesome Python libraries and frameworks, organised by category

awesome awesome-list awesome-python chatgpt data data-science deep-learning jupyter machine-learning natural-language-processing

407 stars
32 forks
1,210 projects

Last updated: 05 Oct 2025

NLP101

NLP 101: a resource repository for Deep Learning and Natural Language Processing

awesome-list deep-learning mathematics natural-language-processing

393 stars
57 forks
83 projects

Last updated: 21 Sep 2025

awesome-self-supervised-learning-for-graphs

A curated list for awesome self-supervised learning for graphs.

contrastive-learning deep-learning graph-representation-learning machine-learning self-supervised-learning

387 stars
44 forks
67 projects

Last updated: 03 Sep 2025

awesome-h2o

A curated list of research, applications and projects built using the H2O Machine Learning platform

awesome awesome-list data-science deep-learning h2o h2oai machine-learning

387 stars
75 forks
96 projects

Last updated: 22 Oct 2025

awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

adversarial-attacks adversarial-examples awesome awesome-list deep-learning defense graph graph-neural-networks literature-review machine-learning

385 stars
31 forks
86 projects

Last updated: 07 Sep 2025

embedded-ai.bi-weekly

WeChat: NeuralTalk,Weekly report and awesome list of embedded-ai.

awesome-list deep-learning embedded machine-learning mobile mobilenet neural-network paperclip prun

379 stars
72 forks
198 projects

Last updated: 03 Sep 2025

awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

adversarial-machine-learning ai-alignment backdoor causality deep-learning fairness gradient-leakage green-ai hallucinations interpretable-deep-learning

374 stars
39 forks
153 projects

Last updated: 22 Sep 2025

Awesome-Information-Bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

awesome-list deep-learning deep-neural-networks deep-reinforcement-learning information information-bottleneck

371 stars
46 forks
201 projects

Last updated: 24 Sep 2025

Awesome-Differential-Privacy-and-Meachine-Learning

Paper notes and code for differentially private machine learning

deep-learning differential-privacy dpsgd federated-learning privacy

357 stars
37 forks
33 projects

Last updated: 06 Sep 2025

ai4artists

A list of AI Art courses, tools, libraries, people, and places.

ai-art artificial-intelligence awesome awesome-list creative-coding deep-learning generative-art generative-models neural-networks pytorch

357 stars
25 forks
286 projects

Last updated: 15 Sep 2025

Awesome_Satellite_Benchmark_Datasets

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

awesome-list benchmark benchmark-datasets dataset deep-learning earth-observation machine-learning remote-sensing satellite-imagery

357 stars
28 forks
31 projects

Last updated: 07 Oct 2025

Awesome-Shadow-Removal

Collection of recent shadow removal works, including papers, codes, datasets, and metrics.

deep-learning image-enhancement image-restoration shadow-removal summary

352 stars
22 forks
84 projects

Last updated: 09 Sep 2025

awesome-free-deep-learning-papers

Free deep learning papers

deep-learning

348 stars
134 forks
95 projects

Last updated: 02 Sep 2025

awesome-gans-and-deepfakes

A curated list of GAN & Deepfake papers and repositories.

deep-learning deep-neural-networks deepfakes gans literature machine-learning paper

347 stars
32 forks
61 projects

Last updated: 23 Sep 2025

awesome-cs-tutorial

计算机基础、人工智能学习工具、技巧合集 | A collection of ComputerScience and DeepLearning tutorial and tools.

ai computer-science deep-learning llm tutorial

345 stars
47 forks
468 projects

Last updated: 20 Sep 2025

Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

awesome-list awesome-mim bert computer-vision deep-learning generative-models gpt mae masked-autoencoder masked-image-modeling

343 stars
17 forks
485 projects

Last updated: 25 Aug 2025

awesome-ai-summerschool

A list of summer schools on Artificial Intelligence, Machine Learning, and Healthcare

artificial-intelligence courses deep-learning machine-learning summer-school

342 stars
32 forks
159 projects

Last updated: 17 Sep 2025

awesome-forests

🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.

biodiversity carbon climate-change datasets deep-learning ecosystems forestry machine-learning

339 stars
41 forks
64 projects

Last updated: 24 Oct 2025

awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

ai bias deep-learning fairness gender-bias interpretability machine-learning xai

327 stars
66 forks
78 projects

Last updated: 21 Aug 2025

awesome-deep-learning-and-machine-learning-questions

【不定期更新】收集整理的一些网站中(如知乎、Quora、Reddit、Stack Exchange等)与深度学习、机器学习、强化学习、数据科学相关的有价值的问题

answers collection collections deep-learning deep-learning-algorithms deep-learning-tutorial deeplearning faq interview machine-learning

326 stars
54 forks
194 projects

Last updated: 17 Sep 2025

awesome-machine-learning-jupyter-notebooks-for-colab

A curated list of Machine Learning and Deep Learning tutorials in Jupyter Notebook format ready to run in Google Colaboratory

awesome awesome-list awesome-lists deep-learning jupyter-notebook jupyter-notebooks machine-learning

313 stars
77 forks
35 projects

Last updated: 23 Sep 2025

Awesome-AI-algorithm

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

algorithms artificial-intelligence deep-learning interview machine-learning reinforcement-learning

306 stars
83 forks
281 projects

Last updated: 18 Sep 2025

Awesome-CV-Team

国内外优秀的计算机视觉团队汇总,极市团队整理

computer-vision deep-learning machine-learning team

304 stars
39 forks
141 projects

Last updated: 24 Sep 2025

awesome-huge-models

A collection of AWESOME things about HUGE AI models.

deep-learning llm machine-learning

299 stars
24 forks
188 projects

Last updated: 04 Oct 2025

Awesome-Maths-Learning

😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.

awesome-list calculus cheatsheet cheatsheets deep-learning discrete-mathematics graph-theory group-theory information-theory lecture-notes

298 stars
33 forks
188 projects

Last updated: 06 May 2024

awesome-machine-learning-startups-berlin

🤖 A curated list of machine learning & artificial intelligence startups in Berlin (Germany)

artificial-intelligence berlin berlin-startup-jobs deep-learning germany machine-learning startup startups

295 stars
19 forks
64 projects

Last updated: 13 Sep 2025

awesome-foundation-model-leaderboards

A curated list of awesome leaderboard-oriented resources for foundation models

artificial-intelligence awesome-list deep-learning evaluation foundation-model large-language-model leaderboard machine-learning

282 stars
35 forks
488 projects

Last updated: 16 Sep 2025

awesome-ml-blogs

Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps

applied-data-science applied-machine-learning blogsite computer-vision data-science deep-learning machine-learning natural-language-processing reinforcement-learning

270 stars
30 forks
95 projects

Last updated: 23 Sep 2025

awesome-adversarial-examples-dl

A curated list of awesome resources for adversarial examples in deep learning

adversarial-examples computer-vision deep-learning machine-learning security

263 stars
56 forks
87 projects

Last updated: 14 Jul 2025

Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

ai4earth ai4science climate climate-change dataset deep-learning foundation-models large-language-models largemodel machine-learning

252 stars
34 forks
184 projects

Last updated: 09 Sep 2025

awesome-CAD

😎 A list of awesome Computer-Aided Design (CAD) papers

awesome cad computer-vision deep-learning

246 stars
37 forks
56 projects

Last updated: 30 Sep 2025

awesome-video-object-detection

This is a list of awesome articles about object detection from video.

awesome-list computer-vision deep-learning deep-neural-networks object-detection video-object-detection

245 stars
37 forks
41 projects

Last updated: 07 Sep 2025

awesome-distributed-ml

A curated list of awesome projects and papers for distributed training or inference

deep-learning distributed-systems high-performance-computing machine-learning model-parallelism pipeline-parallelism

244 stars
29 forks
94 projects

Last updated: 22 Sep 2025

Awesome-Vision-Transformer-Collection

Variants of Vision Transformer and its downstream tasks

awesome backbone computer-vision deep-learning detection explainable-ai generative-model lidar-point-cloud pose-estimation segmentation

244 stars
29 forks
261 projects

Last updated: 18 Aug 2025

Awesome-Computer-Vision

Awesome Resources for Advanced Computer Vision Topics

3d-vision adversarial-attacks automl awesome-list computer-vision deep-learning denoising gan graph-neural-network interpretability

242 stars
44 forks
39 projects

Last updated: 07 Oct 2025

awesome-machine-learning-robotics

A curated list of resources about Machine Learning for Robotics

approximate-inference awesome awesome-list curriculum-learning deep-learning deep-reinforcement-learning machine-learning reinforcement-learning robotics

238 stars
36 forks
39 projects

Last updated: 03 Sep 2025

Data-Engineering-Roadmap

Roadmap for Data Engineering

awesome awesome-list awesome-resources ci-cd cloud data-science database dataengineering datapipeline datapreprocessing

235 stars
30 forks
119 projects

Last updated: 14 Sep 2025

awesome-medical-imaging

Awesome list of software that I use to do research in medical imaging.

computer-vision deep-learning image-processing machine-learning medical-imaging neural-networks

231 stars
40 forks
34 projects

Last updated: 30 Sep 2025

Awesome-Earth-Artificial-Intelligence

A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.

air-quality awesome-list biosphere datasets deep-learning dust earth-science earthquakes geosphere glacier

228 stars
58 forks
99 projects

Last updated: 05 Sep 2025

Awesome-Decision-Making-Reinforcement-Learning

A selection of state-of-the-art research materials on decision making and motion planning.

algorithms artificial-intelligence autonomous-vehicles causal-inference decision-making deep-learning intelligent-transportation-systems inverse-reinforcement-learning machine-learning motion-control

228 stars
46 forks
33 projects

Last updated: 01 Aug 2025

awesome-kubeflow

A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)

awesome awesome-list awesome-lists cloud-native cncf data-pipelines data-science deep-learning devops kubeflow

212 stars
18 forks
150 projects

Last updated: 04 Aug 2025

Awesome-Transformer-in-Medical-Imaging

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

attention-mechanism awesome-list computer-vision deep-learning medical-image-segmentation segmentation transformer transformers vision-transformer vit

209 stars
25 forks
81 projects

Last updated: 20 Oct 2025

Awesome-model-inversion-attack

[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"

deep-learning model-inversion-attack model-inversion-attacks robust-learning

201 stars
14 forks
160 projects

Last updated: 23 Sep 2025

awesome-adapter-resources

Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning

adapters awesome deep-learning natural-language-processing nlp parameter-efficient-learning parameter-efficient-tuning peft transformers

198 stars
11 forks
129 projects

Last updated: 09 Oct 2025

awesome-ai-newsletters

A curated list of top best AI Related Newsletters and ai agents newsletters

ai ai-newsletter ai-newsletters ai-newslettter awesome awesome-list deep-learning machine-learning newsletter newsletters

198 stars
34 forks
37 projects

Last updated: 18 Sep 2025

awesome-self-supervised-learning-for-tabular-data

A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)

artificial-intelligence deep-learning machine-learning self-supervised-learning tabular-data

197 stars
13 forks
53 projects

Last updated: 15 Sep 2025

awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

auto-ml awesome awesome-list cv data-analysis data-mining data-science data-visualization deep-learning fintech

187 stars
26 forks
1,884 projects

Last updated: 28 Sep 2025

awesome-deep-time-series-representations

A curated list of state-of-the-art papers on deep learning for universal representations of time series.

deep-learning representation-learning survey-paper time-series time-series-analysis

184 stars
21 forks
271 projects

Last updated: 11 Sep 2025

awesome-affective-computing

A curated list of awesome affective computing 🤖❤️ papers, software, open-source projects, and resources

affective-computing artificial-intelligence awesome awesome-list awesome-lists deep-learning emotion-recognition emotional-intelligence human-computer-interaction

179 stars
32 forks
62 projects

Last updated: 01 Oct 2025

awesome-graph-ood

Papers about out-of-distribution generalization on graphs.

deep-learning graph-mining graph-neural-networks machine-learning out-of-distribution-generalization

167 stars
9 forks
73 projects

Last updated: 16 Sep 2025

awesome-AI-tutorials-surveys

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

ai artificial-intelligence awesome computer-vision data-mining data-science deep-learning machine-learning natural-language-processing review

157 stars
18 forks
134 projects

Last updated: 25 Sep 2025

Awesome-Mixup

[Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)

awesome-list awesome-mixup computer-vision data-augmentation deep-learning graph image-classification mixup natural-language-processing self-supervised-learning

157 stars
11 forks
483 projects

Last updated: 13 Oct 2025

awesome-ai-cancer

Awesome artificial intelligence in cancer diagnostics and oncology

breast-cancer cancer-detection cancer-imaging cancer-prediction deep-learning deep-neural-networks liver-cancer lung-cancer machine-learning prostate-cancer

156 stars
53 forks
193 projects

Last updated: 02 Sep 2025

awesome-deepneuroimage

A curated list of awesome deep learning applications in the field of neurological image analysis

deep-learning deep-neural-networks neuroimaging neurological-image-analysis

153 stars
58 forks
73 projects

Last updated: 20 Aug 2025

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