peterjsadowski

xlstm

Official repository of the xLSTM.

Academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

3D_Heteroscedastic_Convnet

A convolutional neural netwrok for 3D vector direction reconstruction with uncertainty

PKHeX

Pokémon Save File Editor

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

sbi

Simulation-based inference toolkit

archer-t2u-plus-linux

TP-Link Archer T2U Plus / AC600 High Gain USB Wifi Adapter Review & Driver installation Guide for various platforms.

open-data-registry

A registry of publicly available datasets on AWS

algorithms

Minimal examples of data structures and algorithms in Python

pytorch-ts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

ml_collections

ML Collections is a library of Python Collections designed for ML use cases.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

Herbie

Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

NN-SVG

Publication-ready NN-architecture schematics.

probability

Probabilistic reasoning and statistical analysis in TensorFlow

Machine_Learning_approaches_in_Climate_Science

AugLy

A data augmentations library for audio, image, text, and video.

waimea_microbe_paper

barlowtwins

PyTorch implementation of Barlow Twins.

ytopt

ytopt: machine-learning-based search methods for autotuning

speed-logger

Log network speed to a CSV routinely.

nsf-coa

Generate NSF Collaborators and Other Affiliations Information from your publications

redirectify

Browser extension to redirect pages based on rules. Intended to stop the browser following links straight to the PDF of a paper, but instead to go first to the HTML index page for the paper.

aws-machine-learning-university-accelerated-tab

Machine Learning University: Accelerated Tabular Data Class

text2qti

Create quizzes in QTI format for Canvas from Markdown-based plain text

cpsc330-2022W1

CPSC 330: Applied Machine Learning

bacteria-archaea-traits

A synthesis of bacterial and archaeal phenotypic trait data

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"