Pinned Repositories
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
awesome-deepfakes-materials
A curated list of awesome Deepfakes materials
awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
bert-experiments
CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
ecco
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
guided-feature-inversion
PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion
REAT
PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition
RNF-Fairness
PyTorch code for the Neurips 2021 paper: Fairness via Representation Neutralization
mndu's Repositories
mndu/guided-feature-inversion
PyTorch code for KDD 18 paper: Towards Explanation of DNN-based Prediction with Guided Feature Inversion
mndu/REAT
PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition
mndu/RNF-Fairness
PyTorch code for the Neurips 2021 paper: Fairness via Representation Neutralization
mndu/awesome-fairness-in-ai
A curated list of awesome Fairness in AI resources
mndu/awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
mndu/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
mndu/awesome-deepfakes-materials
A curated list of awesome Deepfakes materials
mndu/bert-experiments
mndu/CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
mndu/ecco
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
mndu/lightning-text-classification
Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.
mndu/Explainability-for-Large-Language-Models
mndu/ProLLM
We propose Protein Chain of Thought (ProCoT), which replicates the biological mechanism of signaling pathways as natural language prompts. ProCoT considers a signaling pathway as a protein reasoning process, which starts from upstream proteins and passes through several intermediate proteins to transmit biological signals to downstream proteins.