rasbt

Sebastian Raschka's repositories

python-machine-learning-book-2nd-edition

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

Language:Jupyter NotebookMIT7188 373 81

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Language:Jupyter NotebookNOASSERTION2806 204 8

matplotlib-gallery

Examples of matplotlib codes and plots

Language:Jupyter NotebookGPL-3.01200 53 2

stat479-machine-learning-fs19

Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison

Language:Jupyter Notebook734 124 3

stat453-deep-learning-ss20

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)

Language:Jupyter NotebookMIT567 35 2

pyprind

PyPrind - Python Progress Indicator Utility

Language:PythonBSD-3-Clause548 17 25

stat479-deep-learning-ss19

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison

Language:Jupyter Notebook541 320

stat479-machine-learning-fs18

Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison

Language:Jupyter Notebook494 48 2

msu-datascience-ml-tutorial-2018

Machine learning with Python tutorial at MSU Data Science 2018

Language:Jupyter NotebookMIT109 12 1

markdown-toclify

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

Language:PythonGPL-3.094 5 13

smilite

A Python module to retrieve and compare SMILE strings of chemical compounds from the free ZINC online database

Language:PythonGPL-3.079 6 5

DeepLearning-Gdansk2019-tutorial

Ordinal Regression tutorial for the International Summer School on Deep Learning 2019

Language:Jupyter NotebookMIT70 80

interpretable-ml-article

Code examples for my Interpretable Machine Learning Blog Series

Language:Jupyter NotebookMIT57 50

mputil

Utility functions for Python's multiprocessing standard library module

Language:PythonMIT39 3 1

pybibtex

Utility functions for parsing BibTeX files and creating citation reference lists.

Language:PythonMIT38 20

mytorch

Collection of PyTorch-related utility functions

Language:PythonMIT29 40

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

Language:CApache-2.027 4 4

R-notes

Various R lang related material for teaching.

Language:PythonMIT24 20

screenlamp

screenlamp is a Python toolkit for hypothesis-driven virtual screening

Language:PythonApache-2.024 3 1

BondPack

A collection of PyMOL plugins to visualize atomic bonds.

Language:PythonGPL-3.022 3 2

uw-madison-datacience-club-talk-oct2019

Slides and code for the talk at UW-Madison's Data Science Club, 10 Oct 2019

Language:Jupyter NotebookMIT21 30

PyMLSlides

Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book

Language:TeX16 30

protein-recognition-index

Protein Recognition Index (PRI), measuring the similarity between H-bonding features in a given complex (predicted or designed) and the characteristic H-bond trends from crystallographic complexes

Language:PythonApache-2.09 20