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.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Command-line program to download videos from YouTube.com and other video sites

Magnificent app which corrects your previous console command.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

The Web framework for perfectionists with deadlines.

FastAPI framework, high performance, easy to learn, fast to code, ready for production

The Python micro framework for building web applications.

Rich is a Python library for rich text and beautiful formatting in the terminal.

A collection of design patterns/idioms in Python

🎨 Diagram as Code for prototyping cloud system architectures

The uncompromising Python code formatter

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

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

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

A toolkit for developing and comparing reinforcement learning algorithms.

🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

Python packaging and dependency management made easy

⚡ A Fast, Extensible Progress Bar for Python and CLI

Python logging made (stupidly) simple

Open source platform for the machine learning lifecycle

Optional static typing for Python

Open standard for machine learning interoperability

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

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.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Typer, build great CLIs. Easy to code. Based on Python type hints.

Never use print for debugging again