rasbt

stat479-machine-learning-fs19

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

pyprind

PyPrind - Python Progress Indicator Utility

stat453-deep-learning-ss21

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)

stat451-machine-learning-fs20

STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)

stat451-machine-learning-fs21

cyclemoid-pytorch

Cyclemoid implementation for PyTorch

model-eval-article-supplementary

Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"

numpy-intro-blogarticle-2020

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

ML-YouTube-Courses

A repository to index and organize the latest machine learning courses found on YouTube.

2021-issdl-gdansk

Intro to GAN Tutorial for the International Summer School of Deep Learning 2021 in Gdansk

2021-pydata-jeddah

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

scikit-learn

scikit-learn: machine learning in Python

ecml-teaching-ml-2021

mnist-pngs

MNIST files in PNG format

semi-adversarial-networks

Implementation of SAN model for imparting gender privacy to face images

compair

Model evaluation utilities

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

rubrix

✨A Python framework to explore, label, and monitor data for NLP projects

data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

numpy

The fundamental package for scientific computing with Python.

Auto-eD

A web based tool for visualization of the forward and reverse modes of automatic differentiation

bartpy

Bayesian Additive Regression Trees For Python

bugreport

A repository to store code examples to reproduce issues for bug reports.

chiphuyen

mLEARn

An Implementation of Mutli-layer Perceptron in C++

ray-skorch

Distributed skorch on Ray Train

grid-docs

Public repository for managing Grid Platform documentation synced with gitbook on docs.grid.ai

grid-tutorials

pl_cross