Trending repositories

1.patchy631 / ai-engineering-hub

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

• agents
• ai
• llms
• machine-learning
• mcp
• rag

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

3.microsoft / generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

• ai
• chatgpt
• dall-e
• generativeai
• gpt
• azure
• +8 more

4.microsoft / AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

• deep-learning
• artificial-intelligence
• machine-learning
• ai
• computer-vision
• nlp
• +4 more

5.anthropics / claude-cookbooks

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

6.karpathy / micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

7.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

8.karpathy / nn-zero-to-hero

Neural Networks: Zero to Hero

9.openai / openai-cookbook

Examples and guides for using the OpenAI API

• openai
• chatgpt
• gpt-4
• openai-api

10.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

11.microsoft / Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

• data-science
• python
• data-visualization
• data-analysis
• pandas
• microsoft-for-beginners

12.AI4Finance-Foundation / FinRL

FinRL®: Financial Reinforcement Learning. 🔥

• deep-reinforcement-learning
• drl-trading-agents
• stock-trading
• drl-algorithms
• pythorch
• tensorflow2
• +8 more

13.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

14.jakevdp / PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

• scikit-learn
• numpy
• python
• jupyter-notebook
• matplotlib
• pandas

15.GokuMohandas / Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

• machine-learning
• deep-learning
• pytorch
• natural-language-processing
• data-science
• python
• +8 more

16.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

17.mrdbourke / pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

• pytorch
• machine-learning
• deep-learning

18.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

19.AI4Finance-Foundation / FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

• chatgpt
• finance
• fintech
• large-language-models
• machine-learning
• nlp
• +7 more

20.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.

21.openai / CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

• deep-learning
• machine-learning

22.bloc97 / Anime4K

A High-Quality Real Time Upscaler for Anime Video

• anime
• upscaling
• upsampling
• video-processing
• video
• anime4k
• +7 more

23.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

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

25.suno-ai / bark

🔊 Text-Prompted Generative Audio Model

26.srush / GPU-Puzzles

Solve puzzles. Learn CUDA.

• cuda
• machine-learning
• puzzles

27.fchollet / deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

28.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

29.cs231n / cs231n.github.io

Public facing notes page

30.microsoft / IoT-For-Beginners

12 Weeks, 24 Lessons, IoT for All!

• iot
• microcontroller
• raspberry-pi
• rpi
• cpp
• python
• +4 more

31.yandexdataschool / nlp_course

YSDA course in Natural Language Processing

32.guidance-ai / guidance

A guidance language for controlling large language models.

33.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.

34.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

• ai
• finetuning
• langchain
• llama
• llama2
• llm
• +4 more

35.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

36.artidoro / qlora

QLoRA: Efficient Finetuning of Quantized LLMs

37.meta-pytorch / botorch

Bayesian optimization in PyTorch

38.dauparas / ProteinMPNN

Code for the ProteinMPNN paper

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

40.NielsRogge / Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

• transformers
• pytorch
• bert
• vision-transformer
• layoutlm
• gpt-2

41.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

42.rasbt / deeplearning-models

A collection of various deep learning architectures, models, and tips

43.norvig / pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

• python
• python-3
• programming
• practice
• demonstrate-skills

44.CompVis / latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

45.letianzj / QuantResearch

Quantitative analysis, strategies and backtests

• quantitative-finance
• quantitative-trading
• portfolio-management
• risk-management
• derivatives-pricing
• machine-learning
• +14 more

46.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.

• google-interview
• interview
• leetcode
• amazon-interview
• facebook-interview
• microsoft-interview
• +1 more

47.blue-yonder / tsfresh

Automatic extraction of relevant features from time series:

• data-science
• feature-extraction
• time-series

48.musicinformationretrieval / musicinformationretrieval.com

Instructional notebooks on music information retrieval.

• ipython-notebook
• music-information-retrieval
• python
• machine-learning
• music
• jupyter-notebook

49.KindXiaoming / pykan

Kolmogorov Arnold Networks

50.PWhiddy / PokemonRedExperiments

Playing Pokemon Red with Reinforcement Learning

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

52.bowang-lab / scGPT

The repository host gives no description.

• foundation-model
• gpt
• single-cell

53.bmild / nerf

Code release for NeRF (Neural Radiance Fields)

• nerf
• neural-radiance-fields

54.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

55.microsoft / QuantumKatasArchived

Tutorials and programming exercises for learning Q# and quantum computing

• quantum-computing
• qsharp
• coding-kata
• hacktoberfest
• quantum-programming
• tutorials
• +1 more

56.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

57.graykode / nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

• nlp
• natural-language-processing
• tutorial
• pytorch
• tensorflow
• transformer
• +3 more

58.dennybritz / nn-from-scratch

Implementing a Neural Network from Scratch

59.microsoft / CyberBattleSim

An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.

60.computational-cell-analytics / micro-sam

Segment Anything for Microscopy

• microscopy-images
• segment-anything
• segmentation
• cell-segmentation
• napari
• nuclei-segmentation
• +6 more

61.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

62.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

63.microsoft / QuantumArchived

Microsoft Quantum Development Kit Samples

• quantum-development-kit
• quantum
• qdk
• quantum-computing
• qsharp
• python

64.mims-harvard / PrimeKG

Precision Medicine Knowledge Graph (PrimeKG)

• knowledge-graph
• precision-medicine
• therapeutics
• bioinformatics
• dataset
• graph-machine-learning
• +2 more

65.CoreyMSchafer / code_snippets

The repository host gives no description.

66.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

67.ctgk / PRML

PRML algorithms implemented in Python

• jupyter
• prml
• notebook
• python

68.microsoft / tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

• ai
• deep-learning
• deeplearning
• machine-learning
• machinelearning
• reinforcement-learning
• +12 more

69.craffel / pretty-midi

Utility functions for handling MIDI data in a nice/intuitive way.

70.microsoft / farmvibes-ai

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

• agriculture
• ai
• geospatial
• geospatial-analytics
• stac
• sustainability
• +3 more

71.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.

72.naklecha / llama3-from-scratch

llama3 implementation one matrix multiplication at a time

73.Hvass-Labs / TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

• tensorflow
• deep-learning
• machine-learning
• reinforcement-learning
• python-notebook
• tutorial
• +2 more

74.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

75.ypwhs / captcha_break

TranslatedCAPTCHA recognition

• captcha-breaking
• keras-tutorials
• deep-learning
• keras
• ocr
• captcha
• +4 more

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

77.HenriquesLab / ZeroCostDL4Mic

ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy

78.songlab-cal / gpn

Genomic Pretrained Network - GPN, GPN-MSA, PhyloGPN, GPN-Star

• dna
• language-model
• variant-effect-prediction
• genomics

79.sustainable-processes / summit

Optimising chemical reactions using machine learning

• chemistry
• machine-learning
• optimization
• bayesian-optimization
• neural-networks
• drug-discovery
• +4 more

80.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

81.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

82.hackthemarket / gym-trading

Environment for reinforcement-learning algorithmic trading models

83.AnacletoLAB / grape

🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations

• graph
• high-performance
• machine-learning
• knowledge-graph

84.chengstone / LotteryPredict

TranslatedTensorFlow in practice: using LSTM to predict lottery results

85.isayev / ReLeaSE

Deep Reinforcement Learning for de-novo Drug Design

• deeplearning
• reinforcement-learning
• cheminformatics
• molecular-modeling
• drug-discovery
• qsar

86.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

87.bowang-lab / scGPT-spatial

The repository host gives no description.

88.angelolab / ark-analysis

Integrated pipeline for multiplexed image analysis

• multiplexed-imaging
• python

89.KangBoming / BulkFormer

BulkFormer: A large-scale foundation model for human bulk transcriptomes

90.emptymalei / statisticalphysics

open source E-book on statistical physics

• statistical-physics
• statistical-mechanics

91.c-goosen / ai-prompt-ctf

Agentic LLM CTF to test prompt injection attacks and preventions

92.JiangBioLab / DeepTalk

Deciphering cell-cell communication from spatially resolved transcriptomic data at single-cell resolution with subgraph-based attentional graph neural network

93.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

94.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

95.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

96.patil-suraj / question_generation

Neural question generation using transformers

• nlp
• nlg
• deep-learning
• transformer
• t5
• question-generation
• +2 more

97.carpedm20 / NTM-tensorflow

"Neural Turing Machine" in Tensorflow

• tensorflow
• neural-turing-machines

98.SuperCowPowers / data_hacking

Data Hacking Project

99.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

100.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