Repository Index

Apache Superset is a Data Visualization and Data Exploration Platform

• superset
• apache
• apache-superset
• data-visualization

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

• data-analysis
• pandas
• flexible
• alignment

Kronos: A Foundation Model for the Language of Financial Markets

Streamlit — A faster way to build and share data apps.

• python
• machine-learning
• data-science
• deep-learning

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

• machine-learning
• models
• ui
• ui-components

💫 Industrial-strength Natural Language Processing (NLP) in Python

• natural-language-processing
• data-science
• machine-learning
• python

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

The fundamental package for scientific computing with Python.

• numpy
• python

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

• python
• deep-learning
• artificial-intelligence
• ai

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• python
• machine-learning
• deep-learning
• data-science

🕸️ Web apps in pure Python 🐍

• python
• framework
• open-source
• gui

Download market data from Yahoo! Finance's API

• python
• pandas
• yahoo-finance-api
• yahoo-finance

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 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

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

• nlp
• datasets
• pytorch
• tensorflow

Best Practices on Recommendation Systems

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

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

• forecasting
• r
• python

Turns Data and AI algorithms into production-ready web applications in no time.

• automation
• data-engineering
• data-ops
• data-visualization

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

• ipython
• jupyter
• data-science
• python