kumarh1982

kumarh1982's Stars

• mlabonne/llm-course

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

  Language:Jupyter Notebook37.2k388673.9k

• rasbt/LLMs-from-scratch

  Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

  Language:Jupyter Notebook26.9k300843k

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  26.4k285412.2k

• afshinea/stanford-cs-229-machine-learning

  VIP cheatsheets for Stanford's CS 229 Machine Learning

  17.5k713263.9k

• karpathy/char-rnn

  Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

  Language:Lua11.6k5391792.6k

• karpathy/convnetjs

  Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

  Language:JavaScript10.9k593762k

• bigscience-workshop/petals

  🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

  Language:Python9.1k90200509

• karpathy/minbpe

  Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

  Language:Python9k8336833

• iamtrask/Grokking-Deep-Learning

  this repository accompanies the book "Grokking Deep Learning"

  Language:Jupyter Notebook7.4k320501.6k

• dair-ai/Mathematics-for-ML

  🧮 A collection of resources to learn mathematics for machine learning

  4.4k7414407

• NVIDIA/GenerativeAIExamples

  Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

  Language:Python2.1k5443418

• karpathy/cryptos

  Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

  Language:Jupyter Notebook1.6k383264

• dair-ai/Transformers-Recipe

  🧠 A study guide to learn about Transformers

  1.5k311144

• karpathy/recurrentjs

  Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

  Language:HTML936664185

• karpathy/svmjs

  Support Vector Machine in Javascript (SMO algorithm, supports arbitrary kernels) + GUI demo

  Language:JavaScript659433147

• rampasek/GraphGPS

  Recipe for a General, Powerful, Scalable Graph Transformer

  Language:Python6461234114

• karpathy/lecun1989-repro

  Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.

  Language:Jupyter Notebook5959267

• pmulard/machine-learning-specialization-andrew-ng

  A collection of notes and implementations of machine learning algorithms from Andrew Ng's machine learning specialization.

  Language:Jupyter Notebook55470124

• facebookresearch/hyperreel

  Code release for HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling

  Language:Python472203434

• arpit20adlakha/Computer-Science-Papers-For-System-Design

  4398095

• derjust/spring-data-dynamodb

  This module deals with enhanced support for a data access layer built on AWS DynamoDB.

  Language:Java40126225141

• lzw-lzw/GroundingGPT

  [ACL 2024] GroundingGPT: Language-Enhanced Multi-modal Grounding Model

  Language:Python283141014

• thundergolfer/google-rules-of-machine-learning

  Github mirror of M. Zinkevich's "Rules of Machine Learning" style guide, with extra goodness.

  17510031

• gwthomas/math4ml

  Notes on mathematical topics that pertain to machine learning

  Language:TeX1036120

• karpathy/transformers

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

  Language:Python1002028

• amzn/image-to-recipe-transformers

  Code for CVPR 2021 paper: Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning

  Language:Python817324

• gwthomas/force

  A library for reinforcement learning research

  Language:Python541018

• robolaunch/robolaunch

  robolaunch is a Cloud Robotics Platform that provides the end-to-end infrastructure, software stack and tools for developing, simulating, deploying and operating ROS/ROS2 robots at scale.

  48211

• DJDarkCyber/Data-Science-Books

  Complete end to end Datascience Books for various Application

  20003

• ramesh130/SCPD-AI

  Artificial Intelligence Graduate Certificate - Stanford

  10303