Repository Index

The fastai book, published as Jupyter Notebooks

• notebooks
• fastai
• deep-learning
• machine-learning

Data Apps & Dashboards for Python. No JavaScript Required.

• dash
• plotly
• data-visualization
• data-science

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

• python
• workflow
• data-engineering
• data-science

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

• llm
• pandas
• ai
• data-analysis

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

• python
• machine-learning
• data-science
• nlp

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

• notebooks
• python
• data-science
• machine-learning

matplotlib: plotting with Python

• matplotlib
• data-visualization
• data-science
• python

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

• futures
• financial-data
• data-science
• quant

📊 Path to a free self-taught education in Data Science!

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning

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

• machine-learning
• trading
• investment
• finance

VIP cheatsheets for Stanford's CS 229 Machine Learning

• cheatsheet
• machine-learning
• data-science
• supervised-learning

📺 Discover the latest machine learning / AI courses on YouTube.

• machine-learning
• deep-learning
• nlp
• natural-language-processing

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

• ipython
• jupyter
• data-science
• python

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

Topic Modelling for Humans

• gensim
• topic-modeling
• information-retrieval
• machine-learning

An orchestration platform for the development, production, and observation of data assets.

• data-pipelines
• dagster
• workflow
• data-science

🦉 Data Versioning and ML Experiments

• data-science
• machine-learning
• reproducibility
• data-version-control

The Cloud Native AI Platform

• ml
• kubernetes
• minikube
• tensorflow

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

• agent
• ai
• automation
• data-mining

Your new Mentor for Data Science E-Learning.

• tensorflow
• machine-learning
• machine-vision
• datascience

A curated list of awesome big data frameworks, ressources and other awesomeness.

• awesome
• bigdata
• data-warehouse
• data-analytics

Python training for business analysts and traders

• python
• jupyter
• jupyterlab
• binder

A curated list of references for MLOps

• machine-learning
• mlops
• data-science
• engineering