Scientific Software
Updated 6 months ago

DIANNA — Peer-reviewed • Rank 12.5 • Science 98%

DIANNA: Deep Insight And Neural Network Analysis - Published in JOSS (2022)

Engineering
Scientific Software · Peer-reviewed
Scientific Software
Updated 6 months ago

TSInterpret — Peer-reviewed • Rank 7.2 • Science 93%

TSInterpret: A Python Package for the Interpretability of Time Series Classification - Published in JOSS (2023)

Updated 5 months ago

https://github.com/ajayarunachalam/msda • Rank 4.9 • Science 10%

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

Updated 6 months ago

credit-risk-explainability • Science 54%

Credit Risk Explainability is an open-source implementation of the research paper: "An Explainable AI Framework for Credit Evaluation and Analysis" (Applied Soft Computing Journal, 2024).

Updated 6 months ago

dianna-exploration • Science 44%

This repository contains the expliratory and research work from the DIANNA project

Updated 6 months ago

b-cosification • Science 54%

[NeurIPS 2024] Code for the paper: B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable.