M.J. Robeer's repositories
ContrastiveExplanation
Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University
VisualNarrator
Marcel Robeer (2015-2019) *** Developed for Utrecht University RE Lab
StoryMiner
Part of Visual Narrator
CounterfactualGAN
Code accompanying the paper Generating Realistic Natural Language Counterfactuals
GlobalCausalAnalysis
Explaining Model Behavior with Global Causal Analysis
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
awesome-utrecht-university
A curated list of awesome open source projects from Utrecht University.
causal-learn
Causal Discovery for Python. Translation and extension of the Tetrad Java code.
checklist
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
crosentgec
Code for cross-sentence grammatical error correction using multilayer convolutional seq2seq models (ACL 2019)
datasharing
The Leek group guide to data sharing
faker
Faker is a Python package that generates fake data for you.
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
nlpaug
Data augmentation for NLP
pytorch-sentiment-classification
LSTM and CNN sentiment analysis
spacy-models
💫 Models for the spaCy Natural Language Processing (NLP) library
texar-pytorch
Toolkit for Machine Learning and Text Generation, in PyTorch
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.