rasbt/2021-issdl-gdanskJupyter Notebook
Intro to GAN Tutorial for the International Summer School of Deep Learning 2021 in Gdansk
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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
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rasbt/BondPackPython
A collection of PyMOL plugins to visualize atomic bonds.
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rasbt/CTGANPython
Conditional GAN for generating synthetic tabular data.
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rasbt/DeepLearning-Gdansk2019-tutorialJupyter Notebook
Ordinal Regression tutorial for the International Summer School on Deep Learning 2019
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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
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rasbt/HbindVizPython
Tools for generating hydrogen-bond interaction visualizations from Hbind
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rasbt/LLM-finetuning-scriptsJupyter Notebook
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rasbt/LLM-workshop-2024Jupyter Notebook
A 4-hour coding workshop to understand how LLMs are implemented and used
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rasbt/LLMs-from-scratchJupyter Notebook
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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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.
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A repository to index and organize the latest machine learning courses found on YouTube.
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rasbt/MachineLearning-QandAI-bookJupyter Notebook
Machine Learning Q and AI book
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An ongoing fun challenge where I'll try to post one Python benchmark per day.
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Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book
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rasbt/R-notesPython
Various R lang related material for teaching.
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rasbt/RAGsJupyter Notebook
RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems
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R Scripts for general data analysis and plotting
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Vision transformer finetuning scripts
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