Gokul Adethya's starred repositories
rust-compiler
⚙ A basic lexical analyser and parser for Rust
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
awesome-grad-school
🎓 Advice and resources for thriving and surviving graduate school
ctoassembly
C to Assembly Compiler and Interpreter https://ctoassembly.com
Neural-Network-Architecture-Diagrams
Diagrams for visualizing neural network architecture (Created with diagrams.net)
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
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, ... 🧠
Research-Internships-for-Undergraduates
List of Research Internships for Undergraduate Students
ICL_PaperList
Paper List for In-context Learning 🌷
awesome-ai-residency
List of AI Residency Programs
Awesome-LLM-Robotics
A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
adrenaline
Instant answers to any programming question
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
NLP-progress
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.
mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
Awesome-Incremental-Learning
Awesome Incremental Learning
List-Of-Open-Source-Internships-Programs
A curated list of all the open-source internships/Programs
WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"