rasbt
Machine Learning and AI researcher & currently research engineer at a startup
@Lightning-AI , University of Wisconsin-MadisonMadison, WI
Pinned Repositories
litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
deeplearning-models
A collection of various deep learning architectures, models, and tips
LLM-workshop-2024
A 4-hour coding workshop to understand how LLMs are implemented and used
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
MachineLearning-QandAI-book
Machine Learning Q and AI book
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
rasbt's Repositories
rasbt/algorithms_in_ipython_notebooks
A repository with IPython notebooks of algorithms implemented in Python.
rasbt/musicmood
A machine learning approach to classify songs by mood.
rasbt/datacollect
A collection of tools to collect and download various data.
rasbt/data-science-tutorial
Code material for a data science tutorial
rasbt/One-Python-benchmark-per-day
An ongoing fun challenge where I'll try to post one Python benchmark per day.
rasbt/pydata-chicago2016-ml-tutorial
Machine learning with scikit-learn tutorial at PyData Chicago 2016
rasbt/protein-science
A collection of useful tutorials for Protein Science
rasbt/pydata-annarbor2017-dl-tutorial
Code snippets for "Introduction to Deep Learning with TensorFlow" at PyData Ann Arbor Aug 2017
rasbt/R_snippets
R Scripts for general data analysis and plotting
rasbt/predicting-activity-by-machine-learning
Activity From Virtual Screening Code Repository
rasbt/scipy-2016-sklearn
Scikit-learn tutorial at SciPy2016
rasbt/siteinterlock
A novel approach to pose selection in protein-ligand docking based on graph theory.
rasbt/HbindViz
Tools for generating hydrogen-bond interaction visualizations from Hbind
rasbt/matplotlib
matplotlib: plotting with Python
rasbt/tpot
A Python tool that automatically creates and optimizes Machine Learning pipelines using genetic programming.
rasbt/tutorials
rasbt/tensorflow
Computation using data flow graphs for scalable machine learning
rasbt/advent-of-code-2016
My Solutions for the Advent of Code 2016
rasbt/imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
rasbt/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
rasbt/mkdocs
Project documentation with Markdown.
rasbt/python-markdown-mathjax
Tiny python-markdown extension for easier use of MathJax with Markdown