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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

tqdm/tqdm

Progress bar for Python and CLI

31.0K
Active
Python
CLI Tools
#progress-bar#cli#python

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

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

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

plotly/dash

Build interactive data apps and dashboards with Python, no JavaScript required.

24.4K
Active
Python
Full-Stack Frameworks
ML Ops
Flask
#data-visualization#dash#python

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

bokeh/bokeh

Interactive data visualization library for Python and JavaScript

20.4K
Active
TypeScript
Charts & Visualization
Jupyter
#data-visualization#interactive-plots#python

fchollet/deep-learning-with-python-notebooks

Jupyter notebooks for Deep Learning with Python book code samples

20.0K
Stable
Jupyter Notebook
Computer Vision
Books & Guides
Keras
#deep-learning#python#jupyter-notebooks

rlabbe/Kalman-and-Bayesian-Filters-in-Python

A comprehensive tutorial on Kalman filters, extended Kalman filters, and more using Jupyter Notebooks.

18.8K
Archived
Jupyter Notebook
LLM Frameworks
#kalman-filter#bayesian-filter#jupyter-notebook

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

IDEA-Research/Grounded-Segment-Anything

A set of Jupyter Notebooks that combine Grounding DINO, Segment Anything, and Stable Diffusion for automatic detection, segmentation, and generation of anything in images.

17.4K
Archived
Jupyter Notebook
Computer Vision
Jupyter Notebook
#computer-vision#image-segmentation#image-generation

ipython/ipython

IPython is a powerful Python shell and interactive notebook environment for scientific computing and data analysis.

16.7K
Active
Python
CLI Tools
Python
#python#notebook#repl
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