A model-agnostic framework for explaining time-series classifiers using Shapley values
☆25Jan 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:
- TimeSHAP explains Recurrent Neural Network predictions.☆199Dec 21, 2023Updated 2 years ago
- ☆15Mar 8, 2023Updated 3 years ago
- ☆61Feb 23, 2021Updated 5 years ago
- Experiments on Data Poisoning Regression Learning☆12Oct 5, 2020Updated 5 years ago
- Local Interpretable Model-Agnostic Explanations For Time Series Forecast Models☆21Sep 15, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Time2Feat: Learning Interpretable Representations for Multivariate Time Series Clustering☆31Oct 9, 2025Updated 10 months ago
- Feature Importance Analysis of Models☆11Mar 23, 2022Updated 4 years ago
- TensorFlow implementation of BRITS model for multivariate time series imputation with bidirectional recurrent neural networks.☆12Apr 15, 2024Updated 2 years ago
- A list of (post-hoc) XAI for time series☆188Apr 3, 2026Updated 4 months ago
- This github repository contains code to compute relative joint angles of two IMUs (MPU6050) using various algorithms.☆23Aug 10, 2024Updated 2 years ago
- Trace Function Parameter Types in R☆17Jul 30, 2026Updated last week
- Keras 101: A simple Neural Network for House Pricing regression☆14Oct 8, 2019Updated 6 years ago
- A rules induction system for data mining and exploratory data analysis☆11Jul 17, 2024Updated 2 years ago
- A Python library for learning and verification of neural networks and other machine learning models☆14Sep 18, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Sequence classification in all-subsequence space☆11Aug 21, 2020Updated 5 years ago
- Human Activity Segmentation Challenge 2023 @ ECML/PKDD☆13Nov 2, 2023Updated 2 years ago
- Collect scenario data from Carla using Scenic scenarios. Data available at the below link. Please feel free to raise a github issue for a…☆13Sep 19, 2021Updated 4 years ago
- Unified Model Interpretability Library for Time Series☆72May 18, 2026Updated 2 months ago
- ☆12Mar 15, 2022Updated 4 years ago
- ☆12Jan 6, 2022Updated 4 years ago
- Labs for deep learning courses at UPC ETSETB TelecomBCN.☆17Jul 6, 2026Updated last month
- WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification☆19May 5, 2025Updated last year
- Adapting LIME explanations for Time Series Data☆16Oct 31, 2024Updated last year
- 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.
- 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 11 months ago
- ☆17Feb 4, 2025Updated last year
- ☆21Dec 16, 2022Updated 3 years ago
- Repository for downloading, basic processing sentinel2 satellite images☆19Jul 4, 2023Updated 3 years ago
- Code for the ICLR'23 paper "Temporal Dependencies in Feature Importance for Time Series Prediction"☆25Mar 31, 2023Updated 3 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☆12Updated this week
- Python Implementation of the Paper "Attention based dynamic graph neural network for asset pricing" -Published in Global Finance Journal☆14Oct 11, 2023Updated 2 years ago
- ☆17Aug 30, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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 9 months ago
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆13Dec 5, 2024Updated last year
- 使用深度学习模型LSTM 和ConvLSTM结合Attention,对金融衍生品的成交持仓比指标进行预测☆19Jan 7, 2022Updated 4 years ago
- ☆18Sep 15, 2020Updated 5 years ago
- ☆16Aug 20, 2020Updated 5 years ago
- ☆22Aug 28, 2022Updated 3 years ago
- Tutorials and related talks given by the aeon community☆20Oct 11, 2025Updated 9 months ago