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mlabonne/llm-course

Comprehensive LLM course with roadmaps, Colab notebooks, and tools for building and deploying LLM applications.

76.1K
Active
Fine-tuning
Tutorials & Courses
Hugging Face
#llm-course#machine-learning#fine-tuning

d2l-ai/d2l-zh

深度学习教学资源,包含可运行代码和讨论论坛。

76.0K
Archived
Python
Books & Guides
Inference
Jupyter Notebook
#deep-learning#machine-learning#computer-vision

dair-ai/Prompt-Engineering-Guide

Comprehensive guide to prompt engineering, RAG, and AI agents for developers

71.1K
Active
MDX
Agents & Orchestration
RAG & Vector
#prompt-engineering#ai-agents#rag

facebookresearch/segment-anything

Segment Anything Model for image/video segmentation with AI prompts

53.6K
Archived
Jupyter Notebook
Computer Vision
PyTorch
#segmentation#computer-vision#ai-model

jakevdp/PythonDataScienceHandbook

Python Data Science Handbook in Jupyter Notebooks

47.0K
Archived
Jupyter Notebook
Books & Guides
ETL & Pipelines
Jupyter Notebook
#jupyter-notebook#matplotlib#numpy

gradio-app/gradio

Gradio App for building and sharing delightful machine learning apps

41.9K
Active
Python
AI Code Editors
Gradio
#gradio#machine learning#python app

TriliumNext/Trilium

Hierarchical note-taking app for building personal knowledge bases

34.9K
Active
TypeScript
Knowledge Graphs
Documentation
Electron
#knowledge-base#note-taking#electron

ageron/handson-ml2

Hands-on Machine Learning with Python, Scikit-Learn, Keras, and TensorFlow 2.

29.9K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Scikit-Learn
#machine-learning#deep-learning#python

donnemartin/data-science-ipython-notebooks

Data science Python notebooks covering deep learning, machine learning, big data, and more.

28.9K
Archived
Python
Computer Vision
ML Ops
TensorFlow
#data-science#deep-learning#machine-learning

CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

Bayesian methods and probabilistic programming in Python with PyMC

28.4K
Archived
Jupyter Notebook
Inference
Books & Guides
PyMC
#bayesian-methods#data-science#pymc

d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

fastai/fastai

Deep learning library for fast and easy model building

27.9K
Active
Jupyter Notebook
Computer Vision
ML Ops
PyTorch
#deep-learning#fastai#pytorch

ageron/handson-ml

Deprecated ML book repo with Jupyter notebooks for learning fundamentals

25.8K
Archived
Jupyter Notebook
Books & Guides
Inference
Jupyter Notebook
#machine-learning#deep-learning#scikit-learn

aishwaryanr/awesome-generative-ai-guide

Comprehensive resource for generative AI research, interviews, and courses

25.1K
Active
HTML
LLM Wrappers & SDKs
Tutorials & Courses
#generative-ai#llms#interview-prep

fastai/fastbook

Deep learning book with Jupyter Notebooks covering fastai and PyTorch

24.7K
Archived
Jupyter Notebook
Books & Guides
fastai
#deep-learning#fastai#jupyter-notebook

wesm/pydata-book

Companion repo for Python for Data Analysis book with Jupyter notebooks and data science examples

24.4K
Stable
Jupyter Notebook
Books & Guides
#data-science#jupyter-notebooks#python

trekhleb/homemade-machine-learning

Interactive machine learning algorithms in Python with Jupyter demos

24.3K
Stable
Jupyter Notebook
ML Ops
Jupyter Notebook
#machine-learning#jupyter-notebook#python

HandsOnLLM/Hands-On-Large-Language-Models

Official code repo for the O'Reilly book on LLMs with Jupyter Notebooks

23.2K
Stable
Jupyter Notebook
LLM Frameworks
Books & Guides
#artificial-intelligence#book#large-language-models

MLEveryday/100-Days-Of-ML-Code

机器学习100天学习计划,涵盖有监督和无监督学习算法

22.2K
Archived
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#machine-learning#deep-learning#jupyter-notebook

recommenders-team/recommenders

Recommenders is a project for prototyping and operationalizing recommendation systems with Jupyter notebooks and best practices.

21.5K
Active
Python
ML Ops
ETL & Pipelines
Python
#recommendation-systems#machine-learning#data-science
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