rasbt/2021-issdl-gdanskJupyter Notebook
Intro to GAN Tutorial for the International Summer School of Deep Learning 2021 in Gdansk
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Repositories
rasbt repositories
rasbt/2021-pydata-jeddahJupyter Notebook
Materials for "Transformers from the Ground Up" at PyData Jeddah on August 5, 2021
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rasbt/Auto-eDJupyter Notebook
A web based tool for visualization of the forward and reverse modes of automatic differentiation
(3 stars) (1 fork) (0 indexed issues) (0 open good first issues)
rasbt/BondPackPython
A collection of PyMOL plugins to visualize atomic bonds.
(22 stars) (11 forks) (0 indexed issues) (0 open good first issues)
rasbt/CTGANPython
Conditional GAN for generating synthetic tabular data.
(4 stars) (1 fork) (0 indexed issues) (0 open good first issues)
rasbt/DeepLearning-Gdansk2019-tutorialJupyter Notebook
Ordinal Regression tutorial for the International Summer School on Deep Learning 2019
(70 stars) (16 forks) (0 indexed issues) (0 open good first issues)
Calculates hydrogen-bond interaction tables for protein-small molecule complexes, based on protein PDB and protonated ligand MOL2 structure input. Raschka et al. (2018) J. Computer-Aided Molec. Design
(27 stars) (15 forks) (0 indexed issues) (0 open good first issues)
rasbt/HbindVizPython
Tools for generating hydrogen-bond interaction visualizations from Hbind
(11 stars) (6 forks) (0 indexed issues) (0 open good first issues)
rasbt/LLM-finetuning-scriptsJupyter Notebook
(220 stars) (50 forks) (0 indexed issues) (0 open good first issues)
rasbt/LLM-workshop-2024Jupyter Notebook
A 4-hour coding workshop to understand how LLMs are implemented and used
(1,099 stars) (380 forks) (0 indexed issues) (0 open good first issues)
rasbt/LLMs-from-scratchJupyter Notebook
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
(96,832 stars) (14,823 forks) (0 indexed issues) (0 open good first issues)
rasbt/LitServePython
Deploy AI models at scale. High-throughput serving engine for AI/ML models that uses the latest state-of-the-art model deployment techniques.
(8 stars) (2 forks) (0 indexed issues) (0 open good first issues)
A repository to index and organize the latest machine learning courses found on YouTube.
(36 stars) (18 forks) (0 indexed issues) (0 open good first issues)
rasbt/MachineLearning-QandAI-bookJupyter Notebook
Machine Learning Q and AI book
(858 stars) (173 forks) (0 indexed issues) (0 open good first issues)
An ongoing fun challenge where I'll try to post one Python benchmark per day.
(133 stars) (29 forks) (0 indexed issues) (0 open good first issues)
Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book
(15 stars) (18 forks) (0 indexed issues) (0 open good first issues)
rasbt/R-notesPython
Various R lang related material for teaching.
(24 stars) (5 forks) (0 indexed issues) (0 open good first issues)
rasbt/RAGsJupyter Notebook
RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems
(154 stars) (21 forks) (0 indexed issues) (0 open good first issues)
R Scripts for general data analysis and plotting
(48 stars) (144 forks) (0 indexed issues) (0 open good first issues)
Vision transformer finetuning scripts
(25 stars) (4 forks) (0 indexed issues) (0 open good first issues)