System Design Studying can be daunting. This gives you a table to study different problems, understand what components they require, their pros and cons, and how to deal with mitigations.

Materials for the Hugging Face Diffusion Models Course

DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

📺 Discover the latest machine learning / AI courses on YouTube.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

[ICLR 2023] Codebase for Copy-Generator model, including an implementation of kNN-LM

What would you do with 1000 H100s...

The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".

The NEKO Project is an open source effort to build a model of equivalent scale and capability as that reported in DeepMind’s 2022 Paper, A Generalist Agent .

Python wrapper for WhatsApp web-based on selenium

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

A browser extension for automating your browser by connecting blocks

A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more. Created by Prithiviraj …

Script to check the available slots for Covid-19 Vaccination Centers from CoWIN API in India.

Research papers with annotations, illustrations and explanations

📃Language Model based sentences scoring library

Search photos on Unsplash using natural language

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

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Python script to pull machine learning flashcards from Chris Albon's twitter feed

A repo for data science related questions and answers

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

Data science interview questions and answers

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