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

A curated list of awesome Go frameworks, libraries and software

🤗 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 Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

Models and examples built with TensorFlow

The Julia Programming Language

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

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

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Questions to ask the company during your interview

Write scalable load tests in plain Python 🚗💨

The most cited deep learning papers

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

✅ Curated list of resources for college students

A WebGL accelerated JavaScript library for training and deploying ML models.

VIP cheatsheets for Stanford's CS 229 Machine Learning

State-of-the-Art Text Embeddings

The Data Engineering Cookbook

Enlightened library to convert HTML and CSS to SVG

Mega list of 1 on 1 meeting questions compiled from a variety to sources

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Deploy your own Notion-powered website in minutes with Next.js and Vercel.

VIP cheatsheets for Stanford's CS 230 Deep Learning

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.