A model-agnostic framework for explaining time-series classifiers using Shapley values
☆24Jan 18, 2024Updated 2 years ago
Alternatives and similar repositories for WindowSHAP
Users that are interested in WindowSHAP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository provides a solution to the classic Traveling Salesman Problem (TSP) using a genetic algorithm. The genetic algorithm is a…☆10Jun 20, 2023Updated 3 years ago
- An implementation of the Rotation Forest algorithm from Rodriguez et al. 2006☆18Apr 10, 2013Updated 13 years ago
- ☆18Dec 29, 2018Updated 7 years ago
- ☆61Feb 23, 2021Updated 5 years ago
- Local Interpretable Model-Agnostic Explanations For Time Series Forecast Models☆22Sep 15, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A list of (post-hoc) XAI for time series☆194Aug 19, 2026Updated last month
- ☆14Jan 23, 2025Updated last year
- OXI is an user-friendly graphical tool for labeling multivariate time series data☆11Aug 7, 2023Updated 3 years ago
- ☆14May 26, 2025Updated last year
- A Python library for learning and verification of neural networks and other machine learning models☆14Sep 18, 2025Updated last year
- ☆14Jan 7, 2024Updated 2 years ago
- A list of AI-ready datasets created by KP Labs☆14Aug 23, 2026Updated last month
- Unified Model Interpretability Library for Time Series☆74May 18, 2026Updated 4 months ago
- ☆12Mar 15, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆17Dec 8, 2022Updated 3 years ago
- Adapting LIME explanations for Time Series Data☆16Oct 31, 2024Updated last year
- The idea is to pass matrices/vectors from R to C++, write pure C++/Armadillo code for the computation, and then export the result back to…☆14Sep 3, 2025Updated last year
- Multivariate Volatility Models (ARCH) for stock prices and other time series☆20Sep 15, 2024Updated 2 years ago
- Code for Conformal Counterfactual Inference under Hidden Confounding (KDD’24)☆11Aug 30, 2024Updated 2 years ago
- A Python Pandas implementation of technical indicators and pass all comparison test with the TA-Lib☆10Nov 1, 2019Updated 6 years ago
- generic tools for causal inference with panel data☆12Aug 7, 2026Updated 2 months ago
- A network-based shape descriptor☆10Nov 7, 2022Updated 3 years ago
- Python Implementation of the Paper "Attention based dynamic graph neural network for asset pricing" -Published in Global Finance Journal☆14Oct 11, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆17Aug 30, 2023Updated 3 years ago
- Counterfactual Explanations for Multivariate Time Series Data☆35Mar 7, 2024Updated 2 years ago
- RuleCOSI is a machine learning package that combine and simplifies tree ensembles and generates a single rule-based classifier that is sm…☆11Oct 29, 2025Updated 11 months ago
- Explaining the output of machine learning models with more accurately estimated Shapley values☆178Oct 2, 2026Updated last week
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆14Dec 5, 2024Updated last year
- ☆18Sep 15, 2020Updated 6 years ago
- Causal Inference using Deep Bayesian Dynamic Survival Models☆12Apr 23, 2022Updated 4 years ago
- Implementation of the InterpretTime framework☆57Apr 13, 2023Updated 3 years ago
- Intake catalog for datasets relevant for machine learning based nowcasting☆28Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆51Jul 25, 2024Updated 2 years ago
- Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification☆95Feb 1, 2024Updated 2 years ago
- [SIGMOD 2022] Python code for "Dimension-wise Class Activation Map for Multivariate Time Series Classification"☆20Oct 8, 2025Updated last year
- Dynamic ensemble decoding with transformer-based models☆29Jun 12, 2023Updated 3 years ago
- Monash Scalable Time Series Evaluation Repository☆23Aug 28, 2025Updated last year
- Self-Supervised Attention-Aware Reinforcement Learning☆19May 20, 2022Updated 4 years ago
- Neural Additive Models (Google Research)☆32Apr 27, 2024Updated 2 years ago