🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

Open-source scientific and technical publishing system built on Pandoc.

The fundamental package for scientific computing with Python.

SciPy library main repository

DuckDB is an analytical in-process SQL database management system

Compendium of free ML reading resources

The machine learning toolkit for time series analysis in Python

Pythonic class-based interface to LLMs

Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.

NumPy aware dynamic Python compiler using LLVM

Panel: The powerful data exploration & web app framework for Python

For my actual source repo, please go to https://github.com/ericmjl/website

STUMPY is a powerful and scalable Python library for modern time series analysis

The Sphinx documentation generator

Feature engineering package with sklearn like functionality

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

A pythonic python wrapper around FFTW

The Missing Semester of Your CS Education 📚

STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks

Software Design by Example: a tool-based introduction with Python

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Awesome Panel supports Panel and its users. We want to show how awesome the framework is and help push it forward. ❤️🐍📈

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

A computer science textbook

Privacy-Preserving Machine Learning (PPML) Tutorial

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

A Tutorial for Setting Python Development Environment with VScode and Docker