annahedstroem

MetaQuantus

MetaQuantus is an XAI performance tool to identify reliable evaluation metrics

sanity-checks-revisited

[NeurIPS XAIA] Code and notebooks to paper "Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test"

irl-hierarchal-maxent-safe-exploration

spring 2018 - inverse reinforcement learning/ softmax maxent for CTF game @nbrav @yonkshi

Actor-Critic-TF

Implementing the Actor Critic algorithm using tensorflow.

ai-pddl-planning

fall 2017 - artificial intelligence planning project

algorithm-ethics

A collection of resources and tools designed to provide guidelines for ethical modeling.

alibi

Algorithms for explaining machine learning models

BlackBoxAuditing

Research code for auditing and exploring black box machine-learning models.

book-db

spring 2018 sql sys for booking with tkinter interface py

codechecker

CodeChecker is an analyzer tooling, defect database and viewer extension for the Clang Static Analyzer and Clang Tidy

cookiecutter-git

Git repo project template using Cookiecutter :cookie:

deon

A command line tool to easily add an ethics checklist to your data science projects.

docsify

🃏 A magical documentation site generator.

dora

GitHub repository for DORA: Data-agnOstic Representation Analysis paper. DORA allows to find outlier representations in Deep Neural Networks.

epl-predict

spring 2014

gym-minigrid

Minimalistic gridworld environment for OpenAI Gym

Horama

Tiny updates

Inverse-Reinforcement-Learning

Implementations of selected inverse reinforcement learning algorithms.

keras

Deep Learning for humans

lab2

mapreduce_python

Simple MapReduce program in Python, with Hadoop HDFS

pddl-lib

A PDDL library that parse PDDL files and provides a very simple interface to interact with domain-problems.

pytorch-cifar-models

Pretrained models on CIFAR10/100 in PyTorch

quantus-analysers-toolkit

Quantus analysers toolkit

sam

SAM: Sharpness-Aware Minimization (PyTorch)

scalable-kmeansII

Performance benchmark of KMeansII implementation - PySpark vs Dask ML

skele-cli

A skeleton command line program in Python.

spark

Mirror of Apache Spark

tueplots

Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other scientific publications.

zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.