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rasbt repositories

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rasbt/lit-llamaPython

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, quantization, LoRA fine-tuning, pre-training. Apache 2.0-licensed.

Last commit May 31, 2023

 (3 stars) (2 forks) (0 indexed issues) (0 open good first issues)
rasbt/litdataPython

Streamline data pipelines for AI. Process datasets across 1000s of machines, and optimize data for blazing fast model training.

Last commit Apr 3, 2024

 (16 stars) (1 fork) (0 indexed issues) (0 open good first issues)
rasbt/llm-architecture-gallery

LLM Architecture Gallery source data

Last commit Jun 7, 2026

 (1,290 stars) (110 forks) (0 indexed issues) (0 open good first issues)
rasbt/llm-efficiency-challenge.github.ioHTML

Website for NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1 GPU + 1 Day

Last commit Aug 20, 2023

 (3 stars) (0 forks) (0 indexed issues) (0 open good first issues)
rasbt/local-coding-agent-evalsPython

Last commit Jun 26, 2026

 (2 stars) (0 forks) (0 indexed issues) (0 open good first issues)
rasbt/low-rank-adaptation-blogPython

Last commit Apr 26, 2023

 (28 stars) (4 forks) (0 indexed issues) (0 open good first issues)
rasbt/mLEARnC++

An Implementation of Mutli-layer Perceptron in C++

Last commit Mar 13, 2020

 (3 stars) (2 forks) (0 indexed issues) (0 open good first issues)
rasbt/machine-learning-bookJupyter Notebook

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Last commit May 25, 2026

 (5,208 stars) (1,815 forks) (0 indexed issues) (0 open good first issues)
rasbt/machine-learning-notesJupyter Notebook

Collection of useful machine learning codes and snippets (originally intended for my personal use)

Last commit Mar 4, 2023

 (843 stars) (143 forks) (0 indexed issues) (0 open good first issues)
rasbt/macos-pdf-splitterSwift

Native macOS app for splitting and converting PDF figures

Last commit May 17, 2026

 (13 stars) (0 forks) (0 indexed issues) (0 open good first issues)
rasbt/markdown-toclifyPython

A Python command line tool that creates a Table of Contents for Markdown documents

Last commit Jul 13, 2018

 (95 stars) (42 forks) (0 indexed issues) (0 open good first issues)
rasbt/math_full_minus_math500Jupyter Notebook

The MATH training dataset without MATH-500 test portion

Last commit Dec 20, 2025

 (12 stars) (2 forks) (0 indexed issues) (0 open good first issues)
rasbt/matplotlibPython

matplotlib: plotting with Python

Last commit Oct 28, 2014

 (8 stars) (11 forks) (0 indexed issues) (0 open good first issues)
rasbt/matplotlib-galleryJupyter Notebook

Examples of matplotlib codes and plots

Last commit Nov 2, 2017

 (1,206 stars) (298 forks) (0 indexed issues) (0 open good first issues)
rasbt/metricsPython

Machine learning metrics for distributed, scalable PyTorch applications.

Last commit Jan 19, 2022

 (4 stars) (2 forks) (0 indexed issues) (0 open good first issues)
rasbt/mini-coding-agentPython

Minimal and readable coding agent harness implementation in Python to explain the core components of coding agents.

Last commit Apr 7, 2026

 (911 stars) (171 forks) (0 indexed issues) (0 open good first issues)
rasbt/mkdocsPython

Project documentation with Markdown.

Last commit Apr 4, 2017

 (2 stars) (1 fork) (0 indexed issues) (0 open good first issues)
rasbt/ml-interviews-bookHTML

https://huyenchip.com/ml-interviews-book/

Last commit Sep 5, 2021

 (7 stars) (4 forks) (0 indexed issues) (0 open good first issues)
rasbt/mlxtendPython

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Last commit Jan 5, 2024

 (4,676 stars) (839 forks) (2 indexed issues) (1 open good first issue)
rasbt/mlxtend-feedstockShell

A conda-smithy repository for mlxtend.

Last commit Nov 10, 2018

 (0 stars) (0 forks) (0 indexed issues) (0 open good first issues)