Verena Praher's repositories
code-snippets-blog
Code snippets that I used in blog posts at https://www.katzentante.at
ds-learning-club
My activities for data science learning club at http://becomingadatascientist.com/learningclub
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.
tractive_data
The data collected with my Tractive Pet Tracker https://tractive.com/en
BibLatex-Check
A python script for checking BibLatex .bib files
interpretable-ml-book
Book about interpretable machine learning
mml2020-experiments
Scripts for reproducing the audioLIME experiments for our MML2020 paper.
pytorch-lightning
Rapid research framework for PyTorch. The researcher's version of Keras
birdclef2018
BirdCLEF 2018 implementation
ismir2015
CNN-based singing voice detection experiments
lime
Lime: Explaining the predictions of any machine learning classifier
mir-datasets
Simple collection of MIR datasets with metadata and links
normalizing_flows
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
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
ssis-dashboard
HTML5 SQL Server Integration Services Dashboard