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rasbt repositories

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rasbt/pycon2024Jupyter Notebook

Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024

Last commit May 15, 2024

 (247 stars) (57 forks) (0 indexed issues) (0 open good first issues)
rasbt/pydata-annarbor2017-dl-tutorialJupyter Notebook

Code snippets for "Introduction to Deep Learning with TensorFlow" at PyData Ann Arbor Aug 2017

Last commit Sep 7, 2017

 (80 stars) (30 forks) (0 indexed issues) (0 open good first issues)
rasbt/pydata-chicago2016-ml-tutorialJupyter Notebook

Machine learning with scikit-learn tutorial at PyData Chicago 2016

Last commit Oct 18, 2016

 (129 stars) (108 forks) (0 indexed issues) (0 open good first issues)
rasbt/pyprindPython

PyPrind - Python Progress Indicator Utility

Last commit Apr 18, 2021

 (545 stars) (64 forks) (0 indexed issues) (0 open good first issues)
rasbt/python-machine-learning-bookJupyter Notebook

The "Python Machine Learning (1st edition)" book code repository and info resource

Last commit Jul 4, 2019

 (9,984 stars) (3,842 forks) (0 indexed issues) (0 open good first issues)
rasbt/python-machine-learning-book-2nd-editionJupyter Notebook

The "Python Machine Learning (2nd edition)" book code repository and info resource

Last commit Dec 31, 2019

 (7,194 stars) (2,801 forks) (0 indexed issues) (0 open good first issues)
rasbt/python-machine-learning-book-3rd-editionJupyter Notebook

The "Python Machine Learning (3rd edition)" book code repository

Last commit Aug 11, 2022

 (5,027 stars) (2,066 forks) (0 indexed issues) (0 open good first issues)
rasbt/python-markdown-mathjaxPython

Tiny python-markdown extension for easier use of MathJax with Markdown

Last commit Oct 5, 2016

 (1 star) (3 forks) (0 indexed issues) (0 open good first issues)
rasbt/python_referenceJupyter Notebook

Useful functions, tutorials, and other Python-related things

Last commit Jun 27, 2022

 (3,889 stars) (939 forks) (0 indexed issues) (0 open good first issues)
rasbt/pytorchC++

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Last commit Feb 24, 2023

 (6 stars) (1 fork) (0 indexed issues) (0 open good first issues)
rasbt/pytorch-fabric-demoPython

Last commit Mar 15, 2023

 (27 stars) (4 forks) (0 indexed issues) (0 open good first issues)
rasbt/pytorch-image-modelsPython

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Last commit Feb 2, 2022

 (8 stars) (4 forks) (0 indexed issues) (0 open good first issues)
rasbt/pytorch-lightningPython

Deep learning framework to train, deploy, and ship AI products Lightning fast.

Last commit Feb 12, 2024

 (10 stars) (6 forks) (0 indexed issues) (0 open good first issues)
rasbt/pytorch-memory-optimPython

This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog post.

Last commit Jul 14, 2023

 (93 stars) (11 forks) (0 indexed issues) (0 open good first issues)
rasbt/pytorch.github.ioCSS

The website for PyTorch

Last commit Oct 25, 2018

 (5 stars) (1 fork) (0 indexed issues) (0 open good first issues)
rasbt/rasbt

Last commit Jan 21, 2025

 (46 stars) (10 forks) (0 indexed issues) (0 open good first issues)
rasbt/ray-skorchPython

Distributed skorch on Ray Train

Last commit Jan 5, 2022

 (3 stars) (0 forks) (0 indexed issues) (0 open good first issues)
rasbt/reasoning-from-scratchJupyter Notebook

Implement a reasoning LLM in PyTorch from scratch, step by step

Last commit Jun 1, 2026

 (4,455 stars) (654 forks) (0 indexed issues) (0 open good first issues)
rasbt/rubrixPython

✨A Python framework to explore, label, and monitor data for NLP projects

Last commit Nov 11, 2021

 (6 stars) (1 fork) (0 indexed issues) (0 open good first issues)
rasbt/scikit-learnPython

scikit-learn: machine learning in Python

Last commit Nov 11, 2019

 (17 stars) (20 forks) (0 indexed issues) (0 open good first issues)