1.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+1,978 stars
from 12,933 · score 7.59
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 222 by Attention Score · May 8, 2026 – Nov 3, 2026 (UTC)
2.SakanaAI / AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
+1,559 stars
from 13,378 · score 7.35
3.datawhalechina / llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
+1,493 stars
from 12,765 · score 7.31
4.ageron / handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
+1,465 stars
from 12,966 · score 7.29
5.facebookresearch / dinov3
Reference PyTorch implementation and models for DINOv3
+1,453 stars
from 10,217 · score 7.28
6.google-research / google-research
Google Research
+1,397 stars
from 37,704 · score 7.24
7.jpmorganchase / python-training
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
- binder-ready
- data-science
- +4 more
+1,324 stars
from 13,011 · score 7.19
8.DataTalksClub / mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
- machine-learning
- mlops
- model-deployment
- model-monitoring
- workflow-orchestration
+1,047 stars
from 14,474 · score 6.95
9.pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
- pytorch
- speech-processing
- speaker-diarization
- speech-activity-detection
- speaker-change-detection
- speaker-embedding
- +5 more
+920 stars
from 9,837 · score 6.83
10.datawhalechina / easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
- deep-reinforcement-learning
- reinforcement-learning
- dqn
- ppo
- a3c
- q-learning
- +8 more
+847 stars
from 14,019 · score 6.74
11.mml-book / mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
+829 stars
from 15,357 · score 6.72
12.langgptai / LangGPT
LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树
- prompt-engineering
- chatgpt
- deeplearning
- framework
- gpt-4
- gpt3-prompts
- +8 more
+784 stars
from 11,887 · score 6.67
13.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
- scikit-learn
- python
- +14 more
+767 stars
from 14,238 · score 6.64
14.facebookresearch / dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
+759 stars
from 12,737 · score 6.63
15.guipsamora / pandas_exercises
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
+728 stars
from 12,585 · score 6.59
16.Biohub / esm
No description provided by the repository host.
+709 stars
from 2,304 · score 6.57
17.alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
- speech-recognition
- asr
- voice-recognition
- speech-to-text
- android
- ios
- +14 more
+658 stars
from 14,568 · score 6.49
18.evidentlyai / evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
- data-drift
- jupyter-notebook
- pandas-dataframe
- machine-learning
- model-monitoring
- html-report
- +8 more
+610 stars
from 7,424 · score 6.42
19.shap / shap
A game theoretic approach to explain the output of any machine learning model.
- interpretability
- machine-learning
- deep-learning
- gradient-boosting
- shap
- shapley
- +1 more
+576 stars
from 25,270 · score 6.36
20.AkashSingh3031 / The-Complete-FAANG-Preparation
Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.
- interview-questions
- dsa
- dbms
- sql
- aptitude
- algorithms
- +14 more
+549 stars
from 11,756 · score 6.31
+496 stars
from 12,063 · score 6.21
22.advimman / lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
- inpainting
- inpainting-methods
- inpainting-algorithm
- computer-vision
- cnn
- deep-learning
- +12 more
+480 stars
from 9,877 · score 6.18
23.google-deepmind / deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
+430 stars
from 14,839 · score 6.07
+404 stars
from 13,054 · score 6.00
25.hxu296 / leetcode-company-wise-problems-2022
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.
+349 stars
from 11,046 · score 5.86
26.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+336 stars
from 9,152 · score 5.82
27.google-research / vision_transformer
No description provided by the repository host.
+330 stars
from 12,434 · score 5.80
28.Vaibhavs10 / insanely-fast-whisper
No description provided by the repository host.
+304 stars
from 12,756 · score 5.72
29.quantopian / alphalens
Performance analysis of predictive (alpha) stock factors
+275 stars
from 4,224 · score 5.62
30.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+272 stars
from 10,486 · score 5.61
+269 stars
from 10,833 · score 5.60
32.huseinzol05 / Stock-Prediction-ModelsArchived
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
- lstm
- lstm-sequence
- evolution-strategies
- stock-prediction-models
- seq2seq
- trading-bot
- +9 more
+251 stars
from 9,258 · score 5.53
33.CompVis / latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
+240 stars
from 13,945 · score 5.48
34.MIT-LCP / mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
- mimic-iii
- critical-care
- icu
- physionet
+240 stars
from 3,193 · score 5.48
35.kubernetes / community
Kubernetes Community Documentation
+237 stars
from 12,816 · score 5.47
36.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+237 stars
from 11,541 · score 5.47
37.artidoro / qlora
QLoRA: Efficient Finetuning of Quantized LLMs
+220 stars
from 10,844 · score 5.40
+218 stars
from 17,276 · score 5.39
39.fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
+217 stars
from 10,798 · score 5.38
40.google / flax
Flax is a neural network library for JAX that is designed for flexibility.
+217 stars
from 7,148 · score 5.38
+192 stars
from 1,706 · score 5.26
42.AnswerDotAI / fasthtml
The fastest way to create an HTML app
+191 stars
from 6,870 · score 5.26
43.facebookresearch / seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
+186 stars
from 11,715 · score 5.23
44.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+174 stars
from 2,883 · score 5.16
45.quantopian / pyfolio
Portfolio and risk analytics in Python
+170 stars
from 6,269 · score 5.14
46.WongKinYiu / yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
- scaled-yolov4
- yolor
- yolov3
- yolov4
- yolov7
- darknet
- +1 more
+156 stars
from 14,001 · score 5.06
47.aws / amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
- sagemaker
- aws
- reinforcement-learning
- machine-learning
- deep-learning
- examples
- +5 more
+156 stars
from 10,845 · score 5.06
48.NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
- computer-vision
- deep-learning
- drug-discovery
- forecasting
- large-language-models
- mxnet
- +9 more
+154 stars
from 14,716 · score 5.04
49.apache / hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- data-science
- python
- dag
- data-engineering
- dataframe
- etl
- +13 more
+153 stars
from 2,469 · score 5.04
+145 stars
from 10,809 · score 4.98
51.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+144 stars
from 7,786 · score 4.98
52.yandexdataschool / Practical_RL
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
- git-course
- mooc
- +5 more
+139 stars
from 6,466 · score 4.94
53.neonbjb / tortoise-tts
A multi-voice TTS system trained with an emphasis on quality
+138 stars
from 14,755 · score 4.93
54.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+134 stars
from 14,803 · score 4.91
55.mistralai / mistral-inferenceArchived
Official inference library for Mistral models
- llm
- llm-inference
- mistralai
+133 stars
from 10,690 · score 4.90
+133 stars
from 3,511 · score 4.90
+124 stars
from 1,539 · score 4.83
58.rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
- data-mining
- python
- +2 more
+113 stars
from 12,552 · score 4.74
59.camenduru / stable-diffusion-webui-colab
stable diffusion webui colab
- stable-diffusion
- stable-diffusion-web-ui
- stable-diffusion-webui
- colab
- colab-notebook
- colaboratory
- +13 more
+110 stars
from 15,787 · score 4.71
60.MrMimic / data-scientist-roadmap
Toturials coming with the "data science roadmap" picture.
+110 stars
from 7,292 · score 4.71
61.rorysroes / SGX-Full-OrderBook-Tick-Data-Trading-Strategy
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
- high-frequency-trading
- limit-order-book
- python
- machine-learning
- feature-selection
- feature-engineering
- +13 more
+110 stars
from 2,261 · score 4.71
62.volkamerlab / teachopencadd
TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data
+107 stars
from 988 · score 4.68
63.mozilla / TTS
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
- deep-learning
- text-to-speech
- python
- pytorch
- tacotron
- tts
- +10 more
+105 stars
from 10,075 · score 4.66
64.salesforce / LAVISArchived
LAVIS - A One-stop Library for Language-Vision Intelligence
- deep-learning
- deep-learning-library
- image-captioning
- salesforce
- vision-and-language
- vision-framework
- +5 more
+103 stars
from 11,153 · score 4.64
65.onestardao / WFGY
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
+100 stars
from 1,704 · score 4.62
66.CoreyMSchafer / code_snippets
No description provided by the repository host.
+97 stars
from 10,517 · score 4.58
67.h2oai / h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
- h2o
- machine-learning
- data-science
- deep-learning
- big-data
- ensemble-learning
- +14 more
+97 stars
from 7,423 · score 4.58
68.google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
- rl
- ml
- ai
- tensorflow
+96 stars
from 10,835 · score 4.57
69.mims-harvard / PrimeKG
Precision Medicine Knowledge Graph (PrimeKG)
- knowledge-graph
- precision-medicine
- therapeutics
- bioinformatics
- dataset
- graph-machine-learning
- +2 more
+96 stars
from 742 · score 4.57
70.microsoft / QuantumKatasArchived
Tutorials and programming exercises for learning Q# and quantum computing
- quantum-computing
- qsharp
- coding-kata
- hacktoberfest
- quantum-programming
- tutorials
- +1 more
+95 stars
from 4,827 · score 4.56
71.yidao620c / python3-cookbook
《Python Cookbook》 3rd Edition Translation
- python
- python3
- python3-cookbook
- readthedocs
+93 stars
from 11,930 · score 4.54
72.TeamHG-Memex / eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
- scikit-learn
- machine-learning
- xgboost
- lightgbm
- crfsuite
- inspection
- +4 more
+93 stars
from 2,764 · score 4.54
73.Baiyuetribe / paper2gui
Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术
- dain
- huoshan-tts
- microsoft-tts
- rife-gui
- waifu2x-gui
- dain-gui
- +10 more
+92 stars
from 10,612 · score 4.53
+92 stars
from 2,285 · score 4.53
75.unslothai / hyperlearn
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
- machine-learning
- python
- statistics
- scikit-learn
- statsmodels
- pytorch
- +10 more
+90 stars
from 2,439 · score 4.51
76.chenyuntc / pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
- pytorch
- pytorch-tutorials
- pytorch-tutorials-cn
- deep-learning
- neural-style
- charrnn
- +10 more
+84 stars
from 12,762 · score 4.44
77.naklecha / llama3-from-scratch
llama3 implementation one matrix multiplication at a time
+83 stars
from 15,120 · score 4.43
78.dennybritz / nn-from-scratch
Implementing a Neural Network from Scratch
+81 stars
from 2,252 · score 4.41
79.mahmoodlab / UNI
Pathology Foundation Model - Nature Medicine
- foundation
- foundation-model
- histopathology
- mahmoodlab
- pathology
- uni
- +11 more
+79 stars
from 719 · score 4.38
80.mlmed / torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
- medical-imaging
- medical-ai
- deep-learning
- machine-learning
- transfer-learning
- dataset
- +13 more
+78 stars
from 1,138 · score 4.37
81.instadeepai / nucleotide-transformer
Foundation Models for Genomics & Transcriptomics
- genomics
- deep-learning
- transformer
- dna
- foundation-models
- transcriptomics
- +1 more
+75 stars
from 859 · score 4.33
82.3dmol / 3Dmol.js
WebGL accelerated JavaScript molecular graphics library
- molecular-graphics
- molecular-modeling
- computational-biology
- computational-chemistry
+72 stars
from 964 · score 4.29
83.computational-cell-analytics / micro-sam
Segment Anything for Microscopy
- microscopy-images
- segment-anything
- segmentation
- cell-segmentation
- napari
- nuclei-segmentation
- +6 more
+71 stars
from 673 · score 4.28
+69 stars
from 10,009 · score 4.25
85.naganandy / graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
- graph-neural-networks
- graph-convolutional-networks
- graph
- deep-learning
- neural-networks
- graph-representation-learning
- +1 more
+67 stars
from 5,043 · score 4.22
86.ctgk / PRML
PRML algorithms implemented in Python
+66 stars
from 11,667 · score 4.20
87.lexfridman / mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
- deep-learning
- mit
- self-driving-cars
- deep-reinforcement-learning
- deep-rl
- artificial-intelligence
- +8 more
+62 stars
from 10,396 · score 4.14
88.AnswerDotAI / nbdev
Create delightful software with Jupyter Notebooks
- jupyter-notebooks
- python
- literate-programming
- fastai
- documentation-generator
- developer-tools
- +6 more
+61 stars
from 5,263 · score 4.13
89.EpistasisLab / tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
- machine-learning
- python
- data-science
- automl
- automation
- scikit-learn
- +14 more
+58 stars
from 10,001 · score 4.08
90.AliaksandrSiarohin / first-order-model
This repository contains the source code for the paper First Order Motion Model for Image Animation
- deep-learning
- image-animation
- generative-model
- motion-retargeting
+56 stars
from 14,938 · score 4.04
91.leisurelicht / wtfpython-cn
wtfpython的中文翻译/持续🚧.../ 能力有限，欢迎帮我改进翻译
+56 stars
from 12,638 · score 4.04
+56 stars
from 8,221 · score 4.04
+55 stars
from 1,309 · score 4.03
94.microsoft / CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
+54 stars
from 1,751 · score 4.01
95.jupyter-naas / awesome-notebooks
[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
- templates
- opensource
- naas
- notebooks-templates
- jupyter
- jupyter-notebook
- +6 more
+53 stars
from 2,964 · score 3.99
96.microsoft / QuantumArchived
Microsoft Quantum Development Kit Samples
- quantum-development-kit
- quantum
- qdk
- quantum-computing
- qsharp
- python
+51 stars
from 4,007 · score 3.95
97.microsoft / farmvibes-ai
FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability
- agriculture
- ai
- geospatial
- geospatial-analytics
- stac
- sustainability
- +3 more
+50 stars
from 857 · score 3.93
98.kexinhuang12345 / DeepPurpose
A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)
- drug-repurposing
- deep-learning
- drug-target-interactions
- toolkit
- covid19
- virtual-screening
- +13 more
+49 stars
from 1,152 · score 3.91
99.songlab-cal / gpn
Genomic Pretrained Network - GPN, GPN-MSA, PhyloGPN, GPN-Star
- dna
- language-model
- variant-effect-prediction
- genomics
+49 stars
from 338 · score 3.91
100.SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
- anomaly
- outlier
- concept-drift
- detection
- unsupervised-learning
- semi-supervised-learning
- +7 more
+46 stars
from 2,508 · score 3.85