Sebastian Raschka (@rasbt)
  • Stars
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    67,579
  • Global Rank 87 (Top 0.01 %)
  • Followers 18,704
  • Following 39
  • Registered over 10 years ago
  • Most used languages
    Python
    39.8 %
    R
    1.2 %
    C
    1.2 %
    HTML
    1.2 %
    TeX
    1.2 %
    OpenEdge ABL
    1.2 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 92
  • Country Ranking
    OpenEdge ABL
    2
    Python
    206
    R
    848
    HTML
    1,440
    C
    5,028

Top repositories

1

deeplearning-models

A collection of various deep learning architectures, models, and tips
Jupyter Notebook
16,088
star
2

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource
Jupyter Notebook
12,030
star
3

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

The "Python Machine Learning (2nd edition)" book code repository and info resource
Jupyter Notebook
7,021
star
4

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.
Python
4,631
star
5

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository
Jupyter Notebook
4,392
star
6

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
Jupyter Notebook
4,057
star
7

python_reference

Useful functions, tutorials, and other Python-related things
Jupyter Notebook
3,715
star
8

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Jupyter Notebook
2,766
star
9

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn
Jupyter Notebook
2,428
star
10

matplotlib-gallery

Examples of matplotlib codes and plots
Jupyter Notebook
1,135
star
11

watermark

An IPython magic extension for printing date and time stamps, version numbers, and hardware information
Python
845
star
12

machine-learning-notes

Collection of useful machine learning codes and snippets (originally intended for my personal use)
Jupyter Notebook
709
star
13

stat479-machine-learning-fs19

Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison
Jupyter Notebook
673
star
14

scipy2023-deeplearning

Jupyter Notebook
597
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15

pyprind

PyPrind - Python Progress Indicator Utility
Python
545
star
16

stat453-deep-learning-ss20

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)
Jupyter Notebook
537
star
17

stat479-deep-learning-ss19

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison
Jupyter Notebook
493
star
18

algorithms_in_ipython_notebooks

A repository with IPython notebooks of algorithms implemented in Python.
Jupyter Notebook
493
star
19

stat479-machine-learning-fs18

Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison
Jupyter Notebook
470
star
20

musicmood

A machine learning approach to classify songs by mood.
OpenEdge ABL
404
star
21

stat453-deep-learning-ss21

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
Jupyter Notebook
363
star
22

stat451-machine-learning-fs20

STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
Jupyter Notebook
359
star
23

datacollect

A collection of tools to collect and download various data.
Jupyter Notebook
207
star
24

data-science-tutorial

Code material for a data science tutorial
Jupyter Notebook
188
star
25

LLM-finetuning-scripts

Jupyter Notebook
135
star
26

One-Python-benchmark-per-day

An ongoing fun challenge where I'll try to post one Python benchmark per day.
HTML
130
star
27

pydata-chicago2016-ml-tutorial

Machine learning with scikit-learn tutorial at PyData Chicago 2016
Jupyter Notebook
128
star
28

stat451-machine-learning-fs21

Jupyter Notebook
128
star
29

cvpr2023

Python
116
star
30

faster-pytorch-blog

Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy
Python
115
star
31

msu-datascience-ml-tutorial-2018

Machine learning with Python tutorial at MSU Data Science 2018
Jupyter Notebook
105
star
32

protein-science

A collection of useful tutorials for Protein Science
Python
96
star
33

markdown-toclify

A Python command line tool that creates a Table of Contents for Markdown documents
Python
92
star
34

cyclemoid-pytorch

Cyclemoid implementation for PyTorch
Python
85
star
35

MachineLearning-QandAI-book

Machine Learning Q and AI book
Jupyter Notebook
83
star
36

pydata-annarbor2017-dl-tutorial

Code snippets for "Introduction to Deep Learning with TensorFlow" at PyData Ann Arbor Aug 2017
Jupyter Notebook
80
star
37

smilite

A Python module to retrieve and compare SMILE strings of chemical compounds from the free ZINC online database
Python
73
star
38

pytorch-memory-optim

This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog post.
Python
68
star
39

DeepLearning-Gdansk2019-tutorial

Ordinal Regression tutorial for the International Summer School on Deep Learning 2019
Jupyter Notebook
66
star
40

model-eval-article-supplementary

Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"
Jupyter Notebook
62
star
41

nn_plus_gzip

Gzip and nearest neighbors for text classification
Jupyter Notebook
58
star
42

LLMs-from-scratch

Implementing ChatGPT-like LLMs from scratch, step by step
Jupyter Notebook
54
star
43

interpretable-ml-article

Code examples for my Interpretable Machine Learning Blog Series
Jupyter Notebook
54
star
44

R_snippets

R Scripts for general data analysis and plotting
R
45
star
45

numpy-intro-blogarticle-2020

Jupyter Notebook for the "Scientific Computing in Python: Introduction to NumPy and Matplotlib" blog article
Jupyter Notebook
40
star
46

blog-finetuning-llama-adapters

Supplementary material for "Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to Adapters"
Jupyter Notebook
36
star
47

mputil

Utility functions for Python's multiprocessing standard library module
Python
35
star
48

pybibtex

Utility functions for parsing BibTeX files and creating citation reference lists.
Python
32
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49

mytorch

Collection of PyTorch-related utility functions
Python
27
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50

posit2023-python-ml

Workshop materials for posit::conf(2023)
Jupyter Notebook
25
star
51

comparing-automatic-augmentation-blog

Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment
Jupyter Notebook
25
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52

pytorch-fabric-demo

Python
24
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53

Hbind

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
C
24
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54

scipy2022-talk

Python
23
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55

screenlamp

screenlamp is a Python toolkit for hypothesis-driven virtual screening
Python
22
star
56

gradient-accumulation-blog

Finetuning BLOOM on a single GPU using gradient-accumulation
Python
22
star
57

2021-issdl-gdansk

Intro to GAN Tutorial for the International Summer School of Deep Learning 2021 in Gdansk
Jupyter Notebook
21
star
58

uw-madison-datacience-club-talk-oct2019

Slides and code for the talk at UW-Madison's Data Science Club, 10 Oct 2019
Jupyter Notebook
20
star
59

predicting-activity-by-machine-learning

Activity From Virtual Screening Code Repository
Jupyter Notebook
20
star
60

BondPack

A collection of PyMOL plugins to visualize atomic bonds.
Python
20
star
61

siteinterlock

A novel approach to pose selection in protein-ligand docking based on graph theory.
Python
19
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62

low-rank-adaptation-blog

Python
19
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63

R-notes

Various R lang related material for teaching.
Python
19
star
64

2021-pydata-jeddah

Materials for "Transformers from the Ground Up" at PyData Jeddah on August 5, 2021
Jupyter Notebook
18
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65

b3-basic-batchsize-benchmark

Experiments for the blog post "No, We Don't Have to Choose Batch Sizes As Powers Of 2"
Python
16
star
66

ViT-finetuning-scripts

Vision transformer finetuning scripts
Python
15
star
67

datapipes-blog

Code for the DataPipes article
Jupyter Notebook
14
star
68

srgan-lightning-blog

Sharing Deep Learning Research Models with Lightning Part 1: Building A Super Resolution App
Python
14
star
69

try-lion-optimizer

Jupyter Notebook
10
star
70

mnist-pngs

MNIST files in PNG format
Python
10
star
71

py-args

Python command line tools as productivity supplements for Posix systems
Python
10
star
72

ecml-teaching-ml-2021

Jupyter Notebook
10
star
73

HbindViz

Tools for generating hydrogen-bond interaction visualizations from Hbind
Python
9
star
74

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
Python
8
star
75

ord-torchhub

Ordinal Regression PyTorch Hub
Python
6
star
76

compair

Model evaluation utilities
Python
5
star
77

torchmetrics-blog

Code for "TorchMetrics -- How do we use it, and what's the difference between .update() and .forward()"
Jupyter Notebook
5
star
78

rasbt

5
star
79

advent-of-code-2016

My Solutions for the Advent of Code 2016
Python
5
star
80

bugreport

A repository to store code examples to reproduce issues for bug reports.
Jupyter Notebook
2
star
81

Auto-eD

A web based tool for visualization of the forward and reverse modes of automatic differentiation
Jupyter Notebook
2
star
82

bookgiveaway-2022-wordcloud

Word cloud from the results of the book-giveaway
Jupyter Notebook
1
star
83

pycon2024

Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch"
1
star