1.microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
+8,105 stars
from 62,465 · score 9.00
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 124 by Attention Score · Aug 7, 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
+7,907 stars
from 71,024 · score 8.98
3.microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+6,707 stars
from 116,279 · score 8.81
4.patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
+4,412 stars
from 36,706 · score 8.39
5.anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
+3,417 stars
from 50,805 · score 8.14
6.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
+3,304 stars
from 88,696 · score 8.10
7.openai / openai-cookbook
Examples and guides for using the OpenAI API
+2,085 stars
from 74,872 · score 7.64
8.karpathy / micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
+1,725 stars
from 16,956 · score 7.45
9.microsoft / Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
- data-science
- python
- data-visualization
- data-analysis
- pandas
- microsoft-for-beginners
+1,585 stars
from 36,361 · score 7.37
+1,523 stars
from 23,779 · score 7.33
11.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
+1,517 stars
from 20,195 · score 7.33
12.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
+1,307 stars
from 28,724 · score 7.18
13.AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
- deep-reinforcement-learning
- drl-trading-agents
- stock-trading
- drl-algorithms
- pythorch
- tensorflow2
- +8 more
+1,134 stars
from 15,857 · score 7.03
14.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+1,098 stars
from 48,831 · score 7.00
15.jakevdp / PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
+970 stars
from 49,398 · score 6.88
16.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+818 stars
from 18,542 · score 6.71
17.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
+762 stars
from 16,840 · score 6.64
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
+606 stars
from 18,167 · score 6.41
19.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+563 stars
from 20,960 · score 6.34
20.openai / CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
+532 stars
from 34,035 · score 6.28
21.bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
- anime
- upscaling
- upsampling
- video-processing
- video
- anime4k
- +7 more
+460 stars
from 21,141 · score 6.13
22.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
+404 stars
from 10,352 · score 6.00
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.
+358 stars
from 23,462 · score 5.88
24.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
+284 stars
from 12,024 · score 5.65
25.microsoft / IoT-For-Beginners
12 Weeks, 24 Lessons, IoT for All!
- iot
- microcontroller
- raspberry-pi
- rpi
- cpp
- python
- +4 more
+248 stars
from 16,924 · score 5.52
26.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
+229 stars
from 25,620 · score 5.44
27.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+217 stars
from 9,270 · score 5.38
+213 stars
from 39,082 · score 5.37
+210 stars
from 12,351 · score 5.35
30.fchollet / deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
+189 stars
from 20,172 · score 5.25
31.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
+172 stars
from 24,677 · score 5.15
32.guidance-ai / guidance
A guidance language for controlling large language models.
+164 stars
from 21,655 · score 5.11
+141 stars
from 10,963 · score 4.96
34.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.
+137 stars
from 11,258 · score 4.93
35.yandexdataschool / nlp_course
YSDA course in Natural Language Processing
+137 stars
from 10,622 · score 4.93
36.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.
+112 stars
from 22,065 · score 4.73
37.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
+108 stars
from 3,326 · score 4.69
38.artidoro / qlora
QLoRA: Efficient Finetuning of Quantized LLMs
+106 stars
from 10,957 · score 4.67
39.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
+100 stars
from 28,102 · score 4.62
40.rasbt / deeplearning-models
A collection of various deep learning architectures, models, and tips
+99 stars
from 17,531 · score 4.61
41.CompVis / latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
+96 stars
from 14,089 · score 4.57
42.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
+94 stars
from 18,487 · score 4.55
43.norvig / pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
- demonstrate-skills
+88 stars
from 24,337 · score 4.49
+86 stars
from 1,813 · score 4.47
45.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
+85 stars
from 2,772 · score 4.45
46.letianzj / QuantResearch
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
- derivatives-pricing
- machine-learning
- +14 more
+78 stars
from 2,979 · score 4.37
47.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
- layoutlm
- gpt-2
+72 stars
from 11,706 · score 4.29
48.PWhiddy / PokemonRedExperiments
Playing Pokemon Red with Reinforcement Learning
+69 stars
from 7,861 · score 4.25
+68 stars
from 3,577 · score 4.23
+64 stars
from 16,277 · score 4.17
51.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
+58 stars
from 12,607 · score 4.08
+56 stars
from 1,606 · score 4.04
53.graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
+55 stars
from 14,880 · score 4.03
+55 stars
from 10,899 · score 4.03
55.CoreyMSchafer / code_snippets
The repository host gives no description.
+42 stars
from 10,571 · score 3.76
56.computational-cell-analytics / micro-sam
Segment Anything for Microscopy
- microscopy-images
- segment-anything
- segmentation
- cell-segmentation
- napari
- nuclei-segmentation
- +6 more
+38 stars
from 706 · score 3.66
57.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
+37 stars
from 12,808 · score 3.64
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
+37 stars
from 10,667 · score 3.64
59.dennybritz / nn-from-scratch
Implementing a Neural Network from Scratch
+37 stars
from 2,296 · score 3.64
60.mims-harvard / PrimeKG
Precision Medicine Knowledge Graph (PrimeKG)
- knowledge-graph
- precision-medicine
- therapeutics
- bioinformatics
- dataset
- graph-machine-learning
- +2 more
+37 stars
from 801 · score 3.64
61.songlab-cal / gpn
Genomic Pretrained Network - GPN, GPN-MSA, PhyloGPN, GPN-Star
- dna
- language-model
- variant-effect-prediction
- genomics
+37 stars
from 350 · score 3.64
62.naklecha / llama3-from-scratch
llama3 implementation one matrix multiplication at a time
+35 stars
from 15,167 · score 3.58
63.ctgk / PRML
PRML algorithms implemented in Python
+34 stars
from 11,700 · score 3.56
64.microsoft / CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
+33 stars
from 1,772 · score 3.53
65.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
+32 stars
from 5,079 · score 3.50
66.microsoft / QuantumKatasArchived
Tutorials and programming exercises for learning Q# and quantum computing
- quantum-computing
- qsharp
- coding-kata
- hacktoberfest
- quantum-programming
- tutorials
- +1 more
+30 stars
from 4,890 · score 3.43
67.musicinformationretrieval / musicinformationretrieval.com
Instructional notebooks on music information retrieval.
- ipython-notebook
- music-information-retrieval
- python
- machine-learning
- music
- jupyter-notebook
+30 stars
from 1,276 · score 3.43
68.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
+29 stars
from 10,429 · score 3.40
69.microsoft / QuantumArchived
Microsoft Quantum Development Kit Samples
- quantum-development-kit
- quantum
- qdk
- quantum-computing
- qsharp
- python
+23 stars
from 4,034 · score 3.18
70.microsoft / farmvibes-ai
FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability
- agriculture
- ai
- geospatial
- geospatial-analytics
- stac
- sustainability
- +3 more
+23 stars
from 884 · score 3.18
71.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
+19 stars
from 14,976 · score 3.00
72.craffel / pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
+18 stars
from 1,031 · score 2.94
73.microsoft / tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science
- ai
- deep-learning
- deeplearning
- machine-learning
- machinelearning
- reinforcement-learning
- +12 more
+17 stars
from 3,462 · score 2.89
74.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
+16 stars
from 877 · score 2.83
75.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
+14 stars
from 1,648 · score 2.71
76.KangBoming / BulkFormer
BulkFormer: A large-scale foundation model for human bulk transcriptomes
+14 stars
from 73 · score 2.71
77.Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
- tensorflow
- deep-learning
- machine-learning
- reinforcement-learning
- python-notebook
- tutorial
- +2 more
+13 stars
from 9,257 · score 2.64
78.ypwhs / captcha_break
TranslatedCAPTCHA recognition
- captcha-breaking
- keras-tutorials
- deep-learning
- keras
- ocr
- captcha
- +4 more
+13 stars
from 2,809 · score 2.64
79.HenriquesLab / ZeroCostDL4Mic
ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy
+12 stars
from 646 · score 2.56
80.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
+11 stars
from 3,479 · score 2.48
81.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
+10 stars
from 3,413 · score 2.40
82.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
+10 stars
from 64 · score 2.40
+9 stars
from 3,331 · score 2.30
84.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.
+9 stars
from 1,314 · score 2.30
85.sachink2010 / AutomatedStockTrading-DeepQ-Learning
Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
+8 stars
from 295 · score 2.20
86.AnacletoLAB / grape
🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations
- graph
- high-performance
- machine-learning
- knowledge-graph
+7 stars
from 635 · score 2.08
87.snap-stanford / SATURN
The repository host gives no description.
+7 stars
from 169 · score 2.08
88.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
+7 stars
from 155 · score 2.08
89.sustainable-processes / summit
Optimising chemical reactions using machine learning
- chemistry
- machine-learning
- optimization
- bayesian-optimization
- neural-networks
- drug-discovery
- +4 more
+6 stars
from 149 · score 1.95
90.c-goosen / ai-prompt-ctf
Agentic LLM CTF to test prompt injection attacks and preventions
+6 stars
from 33 · score 1.95
91.instillai / TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
- tensorflow
- python
- deep-learning
- deep-learning-tutorial
+4 stars
from 16,254 · score 1.61
92.hackthemarket / gym-trading
Environment for reinforcement-learning algorithmic trading models
+4 stars
from 709 · score 1.61
93.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
+4 stars
from 498 · score 1.61
94.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
+3 stars
from 4,426 · score 1.39
+3 stars
from 783 · score 1.39
96.isayev / ReLeaSE
Deep Reinforcement Learning for de-novo Drug Design
- deeplearning
- reinforcement-learning
- cheminformatics
- molecular-modeling
- drug-discovery
- qsar
+3 stars
from 372 · score 1.39
97.akabe / ocaml-jupyter
An OCaml kernel for Jupyter (IPython) notebook
- ocaml
- functional-programming
- jupyter-kernels
- machine-learning
- datascience
- dataanalysis
- +4 more
+3 stars
from 316 · score 1.39
98.connorcoley / rdchiral
Wrapper for RDKit's RunReactants to improve stereochemistry handling
+3 stars
from 188 · score 1.39
99.bowang-lab / scGPT-spatial
The repository host gives no description.
+3 stars
from 141 · score 1.39
100.myzhengSIMM / TranSiGen
The repository host gives no description.
+3 stars
from 36 · score 1.39