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jakevdp/PythonDataScienceHandbook

Python Data Science Handbook in Jupyter Notebooks

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

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

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

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

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

plotly/plotly.py

Interactive data visualization library for Python, with support for Jupyter Notebooks and Plotly Dash.

18.3K
Active
Python
Charts & Visualization
Jupyter Notebook
#data-visualization#interactive#jupyter-notebook

AccumulateMore/CV

Comprehensive deep learning notes covering popular frameworks, books, and models for AI/ML developers.

17.8K
Active
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#deep-learning#computer-vision#natural-language-processing

emilwallner/Screenshot-to-code

A neural network that transforms design mockups into static websites, for developers building with AI tools.

16.5K
Archived
HTML
Computer Vision
Keras
#deep-learning#computer-vision#design-to-code

Data-Centric-AI-Community/ydata-profiling

A Python library for fast, customizable, and interactive data profiling and exploratory data analysis.

13.4K
Active
Python
Data Profiling
Python
#data-profiling#exploratory-data-analysis#data-quality

jupyter/notebook

Jupyter Interactive Notebook is a web-based interactive computing environment for creating, executing, and sharing Jupyter notebooks.

13.0K
Active
Jupyter Notebook
IDE Extensions
Jupyter
#jupyter#notebook#interactive-computing

chenyuntc/pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

12.8K
Archived
Jupyter Notebook
Frameworks
PyTorch
#deep-learning#neural-networks#computer-vision

guipsamora/pandas_exercises

Practice pandas skills with exercises and tutorials

12.2K
Stable
Jupyter Notebook
Pandas Tutorial
#pandas#tutorial#practice

marceloprates/prettymaps

Draws pretty maps from OpenStreetMap data using osmnx and matplotlib.

12.2K
Stable
Jupyter Notebook
React
#cartography#generative-art#maps

AkashSingh3031/The-Complete-FAANG-Preparation

Comprehensive resource covering data structures, algorithms, and FAANG interview prep for developers.

11.7K
Active
Jupyter Notebook
Tutorials & Courses
#algorithms#data-structures#interview-questions

aws/amazon-sagemaker-examples

A collection of Jupyter notebooks showcasing how to build and deploy machine learning models with Amazon SageMaker.

10.9K
Active
Jupyter Notebook
ML Ops
Jupyter Notebook
#machine-learning#deep-learning#data-science

lexfridman/mit-deep-learning

This repository contains tutorials, assignments, and competitions for MIT's deep learning courses, covering a wide range of AI and machine learning topics.

10.4K
Archived
Jupyter Notebook
Deep Learning
#deep-learning#machine-learning#ai

microsoft/computervision-recipes

A comprehensive repository for computer vision best practices, code samples, and documentation.

9.8K
Archived
Jupyter Notebook
Computer Vision
Jupyter Notebook
#computer-vision#azure#deep-learning

dunovank/jupyter-themes

Custom Jupyter Notebook themes for syntax highlighting and UI customization.

9.8K
Experimental
CSS
Component Libraries (React)
React
#css#jupyter#jupyter-notebook

MITDeepLearning/introtodeeplearning

Lab materials for an introductory course on deep learning from MIT, covering computer vision, music generation, and more.

8.5K
Active
Jupyter Notebook
Computer Vision
Deep Learning
PyTorch
#deep-learning#computer-vision#music-generation

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