Stars
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
A complete computer science study plan to become a software engineer.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
An opinionated list of awesome Python frameworks, libraries, software and resources.
All Algorithms implemented in Python
An Open Source Machine Learning Framework for Everyone
🤗 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.
✅ The Node.js best practices list (July 2024)
The Python micro framework for building web applications.
A curated list of awesome Machine Learning frameworks, libraries and software.
scikit-learn: machine learning in Python
A collection of learning resources for curious software engineers
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
A collection of design patterns/idioms in Python
Streamlit — A faster way to build and share data apps.
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
📙 Amazon Web Services — a practical guide
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integra…
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
💿 Free software that works great, and also happens to be open-source Python.
A simple, in-browser, markdown-driven slideshow tool.