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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/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

sinaptik-ai/pandas-ai

Conversational data analysis with LLMs using natural language queries on databases, CSVs, and data lakes.

23.3K
Stable
Python
Agents & Orchestration
RAG Frameworks
Python
#llm#rag#data-analysis

lukasmasuch/best-of-ml-python

Curated list of top machine learning Python libraries, updated weekly with quality scores.

23.3K
Active
RAG & Vector
Awesome Lists
#machine-learning#python#awesome-list

matplotlib/matplotlib

Matplotlib is a Python library for creating static, animated, and interactive visualizations.

22.5K
Active
Python
Charts & Visualization
#data-visualization#python#matplotlib

PrefectHQ/prefect

Workflow orchestration for resilient data pipelines in Python

21.8K
Active
Python
ETL & Pipelines
CI/CD
Python
#data-pipelines#orchestration#workflow-automation

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

ossu/data-science

Free self-taught Data Science curriculum with MOOCs

21.0K
Experimental
Tutorials & Courses
#data-science#curriculum#mooc

marimo-team/marimo

Reactive Python notebook for data science and AI with git-friendly, deployable, and AI-native features

19.5K
Active
Python
AI Code Editors
IDE Extensions
Python
#reactive-notebook#git-friendly#ai-native

afshinea/stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning course

19.3K
Archived
Cheatsheets
#cheatsheet#cs229#machine-learning

dair-ai/ML-YouTube-Courses

A curated collection of the latest machine learning and AI courses on YouTube for developers.

17.1K
Archived
LLM Frameworks
#machine-learning#ai#youtube

akfamily/akshare

AKShare is a simple and elegant Python library for accessing financial data APIs.

16.8K
Active
Python
Databases
#finance#economic-data#data-analysis

stefan-jansen/machine-learning-for-trading

Code for machine learning-based algorithmic trading strategies and workflows.

16.7K
Archived
Jupyter Notebook
Machine Learning Ops
#finance#investment#trading

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

bharathgs/Awesome-pytorch-list

A comprehensive list of PyTorch-related content on GitHub, including models, libraries, and tutorials.

16.4K
Archived
LLM Frameworks
PyTorch
#deep-learning#machine-learning#neural-networks

piskvorky/gensim

An advanced natural language processing (NLP) library for topic modeling, text analysis, and word embeddings in Python.

16.4K
Stable
Python
LLM Frameworks
Python
#nlp#topic-modeling#word-embeddings

treeverse/dvc

dvc is a data versioning and ML experiments tool that helps developers manage and track data and model changes.

15.4K
Active
Python
ETL & Pipelines
Python
#data-versioning#machine-learning#reproducibility

dagster-io/dagster

An open-source data orchestration platform for developing, running, and observing data pipelines and workflows.

15.1K
Active
Python
ETL & Pipelines
Python
#data-engineering#data-orchestration#workflow-automation
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