Bhavul Gauri's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
data-science-question-answer
A repo for data science related questions and answers
LLM-eval-survey
The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".
flamingo-pytorch
Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch
natural-language-image-search
Search photos on Unsplash using natural language
LLM-Training-Puzzles
What would you do with 1000 H100s...
papers-with-annotations
Research papers with annotations, illustrations and explanations
DiffusionFastForward
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
Styleformer
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 Damodaran. Open to pull requests and other forms of collaboration.
System-Design-Cheatsheet
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.
cowin-vaccination-slot-availability
Script to check the available slots for Covid-19 Vaccination Centers from CoWIN API in India.
Copyisallyouneed
[ICLR 2023] Codebase for Copy-Generator model, including an implementation of kNN-LM
ml-flashcards-python
Python script to pull machine learning flashcards from Chris Albon's twitter feed
ML-DL-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
NEKO_Archive
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 .
DS-caveats-info
Data science interview questions and answers