An Open-Source Library for the interpretability of time series classifiers
☆143Nov 19, 2025Updated 4 months ago
Alternatives and similar repositories for TSInterpret
Users that are interested in TSInterpret are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unified Model Interpretability Library for Time Series☆72Sep 25, 2025Updated 6 months ago
- "TSEvo: Counterfactuals for Time Series Classification" accepted at ICMLA '22.☆14Dec 22, 2022Updated 3 years ago
- A list of (post-hoc) XAI for time series☆180Updated this week
- Local Interpretable Model-Agnostic Explanations For Time Series Forecast Models☆21Sep 15, 2021Updated 4 years ago
- Counterfactual Explanations for Time Series Forecasting (ICDM 2023)☆16Feb 14, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆17Aug 30, 2023Updated 2 years ago
- This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…☆22Jun 24, 2021Updated 4 years ago
- ☆17Dec 11, 2022Updated 3 years ago
- Code for the CubeRefine R-CNN model of our CVPRW '23 paper "Parcel3D: Shape Reconstruction From Single RGB Images for Applications in Tra…☆16Jul 12, 2023Updated 2 years ago
- Counterfactual Explanations for Multivariate Time Series Data☆35Mar 7, 2024Updated 2 years ago
- ☆13May 27, 2023Updated 2 years ago
- Random Forest-based "Correlation" measures☆15May 3, 2022Updated 3 years ago
- ☆169Mar 31, 2026Updated last week
- ☆90Oct 7, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆27Mar 25, 2026Updated 2 weeks ago
- [SIGMOD 2022] Python code for "Dimension-wise Class Activation Map for Multivariate Time Series Classification"☆18Oct 8, 2025Updated 6 months ago
- DATA-AIDED PAIRS TRADING VIA LEARNED KALMAN WITH BOLLINGER BANDS☆34Oct 13, 2022Updated 3 years ago
- Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks☆10Aug 21, 2019Updated 6 years ago
- ☆99Mar 25, 2023Updated 3 years ago
- Jithsaavvy / Explaining-deep-learning-models-for-detecting-anomalies-in-time-series-data-RnD-projectThis research work focuses on comparing the existing approaches to explain the decisions of models trained using time-series data and pro…☆30Jul 30, 2022Updated 3 years ago
- Devcontainer for using LaTeX in VS Code with auto-formatting and one-click arXiv export and link check.☆30Oct 5, 2025Updated 6 months ago
- A toolkit for time series machine learning and deep learning☆1,366Mar 30, 2026Updated last week
- An intuitive library to extract features from time series.☆1,085Jan 30, 2026Updated 2 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Easily create an instance segmentation dataset from an existing pool of objects of interest, distractor objects and background images. Ea…☆26Jan 31, 2023Updated 3 years ago
- ☆13Jul 2, 2025Updated 9 months ago
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,028Mar 8, 2026Updated last month
- SIT (Signature-Informed Transformer For Asset Allocation)☆19Nov 26, 2025Updated 4 months ago
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆45Mar 30, 2026Updated last week
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆77Mar 26, 2022Updated 4 years ago
- A Python framework for the quantitative evaluation of eXplainable AI methods☆18Mar 29, 2023Updated 3 years ago
- Multivariate Time Series Classification- Activity Recognition☆16Jun 5, 2020Updated 5 years ago
- A curated list of state-of-the-art papers on deep learning for universal representations of time series.☆206Jun 28, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Adapting LIME explanations for Time Series Data☆16Oct 31, 2024Updated last year
- Collection of interesting links about Geo Data Science☆17Jul 14, 2024Updated last year
- Code for the paper: "TSViz: Demystification of Deep Learning Models for Time-Series Analysis"☆13May 15, 2019Updated 6 years ago
- Based on paper Learning Embedded Representation of the Stock Correlation Matrix using Graph Machine Learning☆13Dec 24, 2022Updated 3 years ago
- Code for "Generalised Interpretable Shapelets for Irregular Time Series"☆56Jul 6, 2023Updated 2 years ago
- ☆17Jun 13, 2021Updated 4 years ago
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Feb 6, 2025Updated last year