1.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+23,823 stars
from 46,747 · score 10.08
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 118 by Attention Score · May 9, 2026 – Nov 4, 2026 (UTC)
2.microsoft / ai-agents-for-beginners
18 Lessons to Get Started Building AI Agents
- agentic-ai
- agentic-framework
- agentic-rag
- ai-agents
- ai-agents-framework
- autogen
- +5 more
+18,822 stars
from 60,109 · score 9.84
3.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+13,643 stars
from 109,343 · score 9.52
4.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+12,199 stars
from 42,023 · score 9.41
5.microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
- ml
- data-science
- machine-learning
- machine-learning-algorithms
- machinelearning
- python
- +6 more
+7,114 stars
from 84,886 · score 8.87
6.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+6,742 stars
from 34,376 · score 8.82
7.stefan-jansen / machine-learning-for-trading
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
- machine-learning
- trading
- investment
- finance
- data-science
- investment-strategies
- +12 more
+4,598 stars
from 17,114 · score 8.43
8.openai / openai-cookbook
Examples and guides for using the OpenAI API
+4,200 stars
from 72,757 · score 8.34
9.The-Art-of-Hacking / h4cker
This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit development, reverse engineering, and more. 🔥 Also check: https://hackertraining.org
- hacking
- penetration-testing
- hacking-series
- cybersecurity
- ethical-hacking
- hacker
- +14 more
+4,008 stars
from 26,023 · score 8.30
+3,748 stars
from 21,554 · score 8.23
11.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+3,023 stars
from 15,658 · score 8.01
12.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+3,005 stars
from 34,941 · score 8.01
13.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+2,747 stars
from 47,182 · score 7.92
14.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+2,699 stars
from 47,669 · score 7.90
15.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+2,035 stars
from 14,956 · score 7.62
16.microsoft / mcp-for-beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
- csharp
- java
- javascript
- mcp
- mcp-client
- mcp-security
- +8 more
+1,746 stars
from 15,856 · score 7.47
17.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+1,733 stars
from 17,627 · score 7.46
18.UFund-Me / Qbot
Translated[🔥updating ...] AI automated quantitative trading robot (fully local deployment) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant
- funds
- machine-learning
- pytrade
- quantitative-finance
- quantitative-trading
- quantization
- +11 more
+1,725 stars
from 17,048 · score 7.45
19.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+1,671 stars
from 19,852 · score 7.42
20.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+1,309 stars
from 33,258 · score 7.18
21.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
+914 stars
from 9,842 · score 6.82
22.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+828 stars
from 20,773 · score 6.72
23.facebookresearch / audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
+705 stars
from 23,115 · score 6.56
24.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
+577 stars
from 25,272 · score 6.36
25.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
+552 stars
from 11,756 · score 6.32
+492 stars
from 38,803 · score 6.20
+490 stars
from 12,071 · score 6.20
28.guidance-ai / guidance
A guidance language for controlling large language models.
+473 stars
from 21,346 · score 6.16
29.trekhleb / homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
- python
- jupyter
- jupyter-notebook
- machine-learning
- machinelearning
- machine-learning-algorithms
- +1 more
+463 stars
from 24,386 · score 6.14
30.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+411 stars
from 16,761 · score 6.02
31.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+397 stars
from 19,964 · score 5.99
32.meta-llama / llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
+389 stars
from 18,192 · score 5.97
33.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.
+347 stars
from 11,048 · score 5.85
34.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+327 stars
from 9,160 · score 5.79
35.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+273 stars
from 10,486 · score 5.61
+268 stars
from 10,836 · score 5.59
37.dennybritz / reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
+255 stars
from 21,922 · score 5.55
38.CompVis / latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
+238 stars
from 13,947 · score 5.48
39.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
+238 stars
from 3,196 · score 5.48
40.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+236 stars
from 11,542 · score 5.47
41.CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
- data-science
- statistics
+226 stars
from 27,976 · score 5.42
42.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+223 stars
from 17,407 · score 5.41
43.artidoro / qlora
QLoRA: Efficient Finetuning of Quantized LLMs
+219 stars
from 10,844 · score 5.39
44.norvig / pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
- demonstrate-skills
+206 stars
from 24,219 · score 5.33
+193 stars
from 1,706 · score 5.27
+190 stars
from 16,151 · score 5.25
47.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+170 stars
from 2,887 · score 5.14
+144 stars
from 10,810 · score 4.98
49.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+143 stars
from 7,787 · score 4.97
+134 stars
from 3,511 · score 4.91
51.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+132 stars
from 14,803 · score 4.89
+122 stars
from 1,540 · score 4.81
53.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
54.CoreyMSchafer / code_snippets
The repository host gives no description.
+95 stars
from 10,518 · score 4.56
55.mims-harvard / PrimeKG
Precision Medicine Knowledge Graph (PrimeKG)
- knowledge-graph
- precision-medicine
- therapeutics
- bioinformatics
- dataset
- graph-machine-learning
- +2 more
+95 stars
from 743 · score 4.56
56.microsoft / QuantumKatasArchived
Tutorials and programming exercises for learning Q# and quantum computing
- quantum-computing
- qsharp
- coding-kata
- hacktoberfest
- quantum-programming
- tutorials
- +1 more
+93 stars
from 4,827 · score 4.54
57.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
58.Baiyuetribe / paper2gui
TranslatedConvert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。
- dain
- huoshan-tts
- microsoft-tts
- rife-gui
- waifu2x-gui
- dain-gui
- +10 more
+91 stars
from 10,613 · score 4.52
59.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
+83 stars
from 12,762 · score 4.43
60.naklecha / llama3-from-scratch
llama3 implementation one matrix multiplication at a time
+81 stars
from 15,121 · score 4.41
61.dennybritz / nn-from-scratch
Implementing a Neural Network from Scratch
+81 stars
from 2,252 · score 4.41
62.computational-cell-analytics / micro-sam
Segment Anything for Microscopy
- microscopy-images
- segment-anything
- segmentation
- cell-segmentation
- napari
- nuclei-segmentation
- +6 more
+70 stars
from 674 · score 4.26
63.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
+68 stars
from 5,043 · score 4.23
64.ctgk / PRML
PRML algorithms implemented in Python
+66 stars
from 11,668 · score 4.20
65.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
66.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
+57 stars
from 14,938 · score 4.06
67.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
68.microsoft / QuantumArchived
Microsoft Quantum Development Kit Samples
- quantum-development-kit
- quantum
- qdk
- quantum-computing
- qsharp
- python
+50 stars
from 4,007 · score 3.93
69.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
70.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
71.The-FinAI / PIXIU
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
- aifinance
- fintech
- llama
- machine-learning
- named-entity-recognition
- natural-language-processing
- +9 more
+43 stars
from 850 · score 3.78
72.musicinformationretrieval / musicinformationretrieval.com
Instructional notebooks on music information retrieval.
- ipython-notebook
- music-information-retrieval
- python
- machine-learning
- music
- jupyter-notebook
+41 stars
from 1,265 · score 3.74
73.iusztinpaul / hands-on-llmsArchived
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
- bytewax
- comet-ml
- huggingface
- mlops
- qdrant
- transformers
- +12 more
+39 stars
from 3,384 · score 3.69
74.craffel / pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
+39 stars
from 1,010 · score 3.69
+37 stars
from 3,303 · score 3.64
76.Data-Centric-AI-Community / fg-data-synthetic
Synthetic data generators for tabular and time-series data
- gan-architectures
- gan
- deep-learning
- synthetic-data
- tensorflow2
- machine-learning
- +9 more
+34 stars
from 1,628 · score 3.56
77.Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
- tensorflow
- deep-learning
- machine-learning
- reinforcement-learning
- python-notebook
- tutorial
- +2 more
+31 stars
from 9,239 · score 3.47
78.KangBoming / BulkFormer
BulkFormer: A large-scale foundation model for human bulk transcriptomes
+30 stars
from 57 · score 3.43
79.microsoft / tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science
- ai
- deep-learning
- deeplearning
- machine-learning
- machinelearning
- reinforcement-learning
- +12 more
+28 stars
from 3,451 · score 3.37
80.ypwhs / captcha_break
TranslatedCAPTCHA recognition
- captcha-breaking
- keras-tutorials
- deep-learning
- keras
- ocr
- captcha
- +4 more
+28 stars
from 2,794 · score 3.37
81.agemagician / ProtTrans
ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.
+28 stars
from 1,295 · score 3.37
82.instillai / TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
- tensorflow
- python
- deep-learning
- deep-learning-tutorial
+27 stars
from 16,231 · score 3.33
83.HenriquesLab / ZeroCostDL4Mic
ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy
+21 stars
from 637 · score 3.09
84.CFA-Institute-RPC / The-Automation-Ahead
Code repository for The Automation Ahead series, showcasing practical examples for GenAI-driven automation in investments. Each installment dives into specific tools, techniques, and use cases to help professionals assess and apply GenAI effectively.
- data-science
- deep-learning
- finance
- financial-data
- jupyter-notebook
- natural-language-processing
- +1 more
+21 stars
from 53 · score 3.09
85.guillaume-chevalier / LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
- neural-network
- rnn
- +3 more
+19 stars
from 3,471 · score 3.00
86.AnacletoLAB / grape
🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations
- graph
- high-performance
- machine-learning
- knowledge-graph
+16 stars
from 626 · score 2.83
87.theislab / chemCPA
Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.
- disentanglement
- drug-discovery
- genomics
- perturbation
- single-cell
- transfer-learning
+15 stars
from 147 · score 2.77
88.jacopotagliabue / MLSys-NYU-2022
Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022
- coursework
- fraud-detection
- introduction-to-machine-learning
- machine-learning
- mlops
- recommender-system
+13 stars
from 546 · score 2.64
89.seyonechithrananda / bert-loves-chemistry
bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.
- huggingface
- bert
- chemical-modelling
- chemical-smiles-data
+11 stars
from 491 · score 2.48
90.snap-stanford / SATURN
The repository host gives no description.
+11 stars
from 165 · score 2.48
91.sustainable-processes / summit
Optimising chemical reactions using machine learning
- chemistry
- machine-learning
- optimization
- bayesian-optimization
- neural-networks
- drug-discovery
- +4 more
+11 stars
from 144 · score 2.48
92.bowang-lab / scGPT-spatial
The repository host gives no description.
+10 stars
from 134 · score 2.40
93.tinghuiz / SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
- deep-learning
- depth-prediction
- visual-odometry
- self-supervised-learning
- unsupervised-learning
+9 stars
from 2,007 · score 2.30
94.akabe / ocaml-jupyter
An OCaml kernel for Jupyter (IPython) notebook
- ocaml
- functional-programming
- jupyter-kernels
- machine-learning
- datascience
- dataanalysis
- +4 more
+9 stars
from 310 · score 2.30
95.pdpipe / pdpipe
Easy pipelines for pandas DataFrames.
- pandas
- pandas-dataframe
- pipeline
- data
- data-science
- dataframe
- +1 more
+8 stars
from 723 · score 2.20
96.isayev / ReLeaSE
Deep Reinforcement Learning for de-novo Drug Design
- deeplearning
- reinforcement-learning
- cheminformatics
- molecular-modeling
- drug-discovery
- qsar
+7 stars
from 368 · score 2.08
97.City-Form-Lab / madinaArchived
A Python library modeling pedestrian and bicycle trips over networks.
+6 stars
from 208 · score 1.95
98.groda / big_data
Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.
+6 stars
from 83 · score 1.95
99.quantium-ai / research
Research experiments exploring uncommon quant techniques.
- analysis
- jupyter-notebook
- python
- quant
- quantitative-research
- research
- +7 more
+6 stars
from 63 · score 1.95
100.BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
- tensorflow
- machine-learning
- regression
- convolutional-neural-networks
- logistic-regression
- book
- +5 more
+5 stars
from 4,424 · score 1.79