Minimal examples of data structures and algorithms in Python
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The fastai book, published as Jupyter Notebooks
Data Apps & Dashboards for Python. No JavaScript Required.
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
matplotlib: plotting with Python
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.
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
Best Practices on Recommendation Systems
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Interactive Data Visualization in the browser, from Python
Faker is a Python package that generates fake data for you.
Turns Data and AI algorithms into production-ready web applications in no time.
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
SQL databases in Python, designed for simplicity, compatibility, and robustness.
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
pix2tex: Using a ViT to convert images of equations into LaTeX code.
Topic Modelling for Humans
List of Data Science Cheatsheets to rule the world
An orchestration platform for the development, production, and observation of data assets.
TuShare is a utility for crawling historical data of China stocks