expectopatronum Goto Github PK

alea

R package for casting dice.

arduino-projects

Small projects and sample code I created for my Teensy 3.1

austria

R data package for Austria.

biblatex-check

A python script for checking BibLatex .bib files

birdclef2018

BirdCLEF 2018 implementation

code-snippets-blog

Code snippets that I used in blog posts at https://www.katzentante.at

conceptwhitening

ds-learning-club

My activities for data science learning club at http://becomingadatascientist.com/learningclub

expectopatronum.github.io

influence-release

interpretable-ml-book

Book about interpretable machine learning

ismir2015

CNN-based singing voice detection experiments

libsoni

libsoni: A Python Toolbox for Sonifying Music Annotations and Feature Representations

lime

Lime: Explaining the predictions of any machine learning classifier

lnets

maps_with_r_leaflet

An R swirl course on how to create maps with leaflet

mir-datasets

Simple collection of MIR datasets with metadata and links

mml2020-experiments

Scripts for reproducing the audioLIME experiments for our MML2020 paper.

model_debugging

normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

orth-scripts

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-lightning

Rapid research framework for PyTorch. The researcher's version of Keras

pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

roweb

rOpenSci's Website

samplecnn-keras

samplecnn-pytorch

Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"

slakh-utils

Utilities for interfacing with Slakh2100

sota-music-tagging-models

soundlime

ISMIR 2017