Jupyter Notebook GitHub Trending – MakerRelay

rasbt/reasoning-from-scratch

Implement a reasoning LLM in PyTorch from scratch, step by step

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

★ 21.6K+47 todayJupyter Notebook

Covers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning | 涵盖预训练数据、分词器、Transformer、MoE、分布式训练、缩放定律、推理与对齐，6 项渐进代码作业，掌握 LLM 全栈知识

★ 1.9K+46 todayJupyter Notebook

llm nlp

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

★ 91.8K+26 todayJupyter Notebook

microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

★ 70.3K+25 todayJupyter Notebook

NirDiamant/RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

★ 30.0K+22 todayJupyter Notebook

llm ai

walkinglabs/hands-on-modern-rl

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

★ 4.8K+14 todayJupyter Notebook

llm agent

patrick-llgc/Learning-Deep-Learning

Paper reading notes on Deep Learning and Machine Learning

★ 1.3K+14 todayJupyter Notebook

NirDiamant/GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

raiyanyahya/how-to-train-your-gpt

Build a modern LLM from scratch. Every line commented. Explained like we are five.

★ 4.1K+6 todayJupyter Notebook

llm machine-learning

google-research/google-research

Google Research

★ 39.0K+5 todayJupyter Notebook

DataTalksClub/machine-learning-zoomcamp

Learn ML engineering for free in 4 months! Register here 👇🏼

★ 14.9K+5 todayJupyter Notebook

machine-learning pytorch

AI4Finance-Foundation/FinGPT

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

★ 21.5K+5 todayJupyter Notebook

machine-learning pytorch

hoochanlon/hamuleite

🌊深度整合全球顶尖学术、金融与教育资源：学术板块汇聚 JSTOR、Taylor & Francis、剑桥大学出版社等权威平台的论文，并接入 Z-Library 影子图书馆的海量电子书；教育板块收录香港、新加坡从小学到高中以及大学学科教科书；金融板块则聚合香橼、摩根、野村等顶级机构的深度研报，只为打破信息孤岛，构建知识平权普惠知识库。

★ 9.9K+5 todayJupyter Notebook

skills research

GiovanniPasq/agentic-rag-for-dummies

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

fastai/fastbook

The fastai book, published as Jupyter Notebooks

★ 25.4K+5 todayJupyter Notebook

NirDiamant/agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

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.

★ 8.0K+4 todayJupyter Notebook

llm machine-learning

datawhalechina/leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

★ 16.8K+4 todayJupyter Notebook

GoogleCloudPlatform/generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

★ 17.8K+3 todayJupyter Notebook

llm agents

oracle-devrel/oracle-ai-developer-hub

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

★ 4.5K+3 todayJupyter Notebook

ai agents

xbsheng/atguigu-note

AI 课程笔记：langchain / langgraph / python / vibe coding

★ 506+3 todayJupyter Notebook

ai python

patchy631/ai-engineering-hub

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

★ 38.5K+2 todayJupyter Notebook

DataTalksClub/mlops-zoomcamp

Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

★ 15.5K+2 todayJupyter Notebook

machine-learning mlops

alirezadir/AIMLInterviews

A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more

★ 9.9K+2 todayJupyter Notebook

datawhalechina/base-llm

从 NLP 到 LLM 的算法全栈教程，在线阅读地址：https://datawhalechina.github.io/base-llm/

★ 1.1K+2 todayJupyter Notebook

llm python

shap/shap

A game theoretic approach to explain the output of any machine learning model.

★ 25.8K+2 todayJupyter Notebook

spmallick/learnopencv

Learn OpenCV : C++ and Python Examples

★ 23.2K+1 todayJupyter Notebook

NirDiamant/Agent_Memory_Techniques

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

leoncuhk/awesome-quant-ai

A curated list of awesome resources for quantitative investment and trading strategies focusing on artificial intelligence and machine learning applications in finance.

★ 649+1 todayJupyter Notebook

hemansnation/AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

★ 3.8K+1 todayJupyter Notebook

llm ai

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.

aws/amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

★ 11.0K+1 todayJupyter Notebook

INRIA/scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

★ 1.4K+1 todayJupyter Notebook

Tanu-N-Prabhu/Python

This repository helps you learn Python and Machine Learning from scratch.

★ 2.3K+1 todayJupyter Notebook

openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

★ 3.2K+1 todayJupyter Notebook

stanfordmlgroup/ngboost

Natural Gradient Boosting for Probabilistic Prediction

★ 1.9K+1 todayJupyter Notebook

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.

dusty-nv/jetson-containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

★ 4.9K+1 todayJupyter Notebook

machine-learning pytorch

girafe-ai/ml-course

Open Machine Learning course

★ 3.6K+1 todayJupyter Notebook

machine-learning mixture-of-experts

mlmed/torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

SMTorg/smt

SMT: The Surrogate Modeling Toolbox

★ 926+1 todayJupyter Notebook

neo4j-labs/llm-graph-builder

Neo4j graph construction from unstructured data using LLMs

★ 5.3K+1 todayJupyter Notebook

rag langchain

towardsai/ragbook-notebooks

Repository for the "Building LLMs for Production" book by Towards AI.

★ 561+1 todayJupyter Notebook

llm ai

machine-learning machine-learning-algorithms

scikit-learn-contrib/hdbscan

A high performance implementation of HDBSCAN clustering.

★ 3.2K+1 todayJupyter Notebook

CornellNLP/ConvoKit

ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.

★ 652+1 todayJupyter Notebook

machine-learning nlp