[KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification
☆15Jun 17, 2024Updated last year
Alternatives and similar repositories for CAFO
Users that are interested in CAFO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆37Apr 15, 2025Updated 11 months ago
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Jul 18, 2024Updated last year
- Official Implementation of Stop-loss adjusted labels for machine learning-based trading of risky assets☆20Sep 29, 2023Updated 2 years ago
- Example code for the NNGeometry PyTorch library☆10Aug 20, 2025Updated 7 months ago
- [ICAIF 2024] Official implementation of "Stock Recommendations for Individual Investors: A Temporal Graph Network Approach with Mean-Vari…☆19Oct 21, 2025Updated 5 months ago
- TSCMamba: Mamba meets multi-view learning for time series classification☆20Apr 16, 2025Updated 11 months ago
- Bayesian Deep Learning Library☆14Oct 27, 2023Updated 2 years ago
- ☆18Mar 6, 2024Updated 2 years ago
- official implementation of 'STREAM : Spatio-TempoRal Evaluation and Analysis Metric for Video Generative Models'☆28Dec 24, 2025Updated 2 months ago
- Source code for IRL-INR (ICML 2023)☆20May 27, 2023Updated 2 years ago
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Mar 6, 2024Updated 2 years ago
- Code for Knowledge-Adaptation Priors based on the NeurIPS 2021 paper by Khan and Swaroop.☆17Feb 1, 2022Updated 4 years ago
- Official Code Repository for the paper "Generating Realistic Images from In-the-wild Sounds", ICCV 2023☆12Aug 24, 2025Updated 6 months ago
- Code release of paper "MLGN: Multi-Scale Local-Global Feature Learning Network for Long-term Series Forecasting" 💚☆16May 31, 2024Updated last year
- Unofficial implementation in Python porting of the book "Algorithms for Optimization" (2019) MIT Press by By Mykel J. Kochenderfer and Ti…☆53Jan 9, 2023Updated 3 years ago
- ☆40Nov 8, 2025Updated 4 months ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆34Nov 13, 2025Updated 4 months ago
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆33Nov 28, 2025Updated 3 months ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- Codes for ICLR 21 paper: Neural Approximate Sufficient Statistics for Implicit Models☆20Jun 23, 2022Updated 3 years ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆18Jun 20, 2025Updated 9 months ago
- [ICLR 2024] Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data☆71Mar 15, 2026Updated last week
- Code for "Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis" (Sensors 2024)☆10Nov 27, 2024Updated last year
- ☆42Dec 7, 2023Updated 2 years ago
- PDA场景下的旋转机械故障诊断，☆12Mar 29, 2024Updated last year
- [ICML 2025] Official implementation of "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasti…☆49Jan 13, 2026Updated 2 months ago
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆10Apr 7, 2025Updated 11 months ago
- 本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.☆11May 17, 2025Updated 10 months ago
- ☆25Aug 19, 2024Updated last year
- ☆24May 6, 2025Updated 10 months ago
- Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning - UAI 2021☆23Jan 26, 2025Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆224Jan 23, 2026Updated 2 months ago
- Fault diagnosis code based on twin network☆15Jun 9, 2024Updated last year
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆32Mar 18, 2024Updated 2 years ago
- ☆12May 20, 2021Updated 4 years ago
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆35May 12, 2025Updated 10 months ago
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆15May 28, 2025Updated 9 months ago
- ☆14Jan 25, 2025Updated last year
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆32Jun 14, 2024Updated last year