CARLA: A self-supervised contrastive learning model for time series anomaly detection. Enhances anomaly detection by learning robust representations of time series data.
☆144Mar 18, 2025Updated last year
Alternatives and similar repositories for CARLA
Users that are interested in CARLA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Domain Adaptation Contrastive learning model for Anomaly Detection in multivariate time series (DACAD), combining UDA with contrastive le…☆37Aug 15, 2025Updated 7 months ago
- Time-Series Anomaly Detection Comprehensive Benchmark☆267Sep 28, 2025Updated 6 months ago
- [official] PyTorch implementation of TimeVQVAE-AD, a time series anomaly detection model.☆99Aug 9, 2024Updated last year
- ☆13May 8, 2024Updated last year
- TSB-AD: Towards A Reliable Time-Series Anomaly Detection Benchmark☆238Updated this week
- 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.
- ☆10May 29, 2024Updated last year
- Multivariate Time-Series Anomaly Detection with GNN.☆80Nov 14, 2023Updated 2 years ago
- Official repository for the paper "When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection", AA…☆47May 29, 2025Updated 10 months ago
- SimAD, deep learning, anomaly detection, outlier detection, time series, TNNLS, 2025. "SimAD: A Simple Dissimilarity-based Approach for T…☆32Jan 19, 2026Updated 2 months ago
- Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models, KDD 2023☆121Sep 6, 2023Updated 2 years ago
- Time Series Anomaly Detection☆40May 14, 2024Updated last year
- Code of FCVAE accepted by WWW 2024☆78Feb 27, 2024Updated 2 years ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆42Sep 19, 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.
- Time-RA: Towards Time Series Reasoning for Anomaly with LLM Feedback☆22Jan 10, 2026Updated 2 months ago
- Official implementations of "Frequency-masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning (AA…☆22Jul 10, 2025Updated 8 months ago
- ☆113Jul 10, 2023Updated 2 years ago
- Welcome to the official repository for the paper "Unraveling the 'Anomaly' in Time Series Anomaly Detection: A Self-supervised Tri-domain…☆25Apr 1, 2024Updated last year
- [ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection☆33Jul 26, 2024Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆48Jul 31, 2025Updated 7 months ago
- [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching☆166Dec 30, 2025Updated 2 months ago
- ☆15Apr 20, 2024Updated last year
- Official repository for “PATE: Proximity-Aware Time series anomaly Evaluation”.☆18Dec 19, 2024Updated last year
- 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.
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆31Mar 11, 2026Updated 2 weeks ago
- Code for ICASSP 2024 paper "Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection".☆16Apr 18, 2024Updated last year
- [ICLR 2025] Official Implementation of "TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting"☆24Mar 10, 2025Updated last year
- DMKD- Series2Vec: Similarity-based Representation Learning for Time Series☆43Mar 21, 2025Updated last year
- [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.☆674Jul 25, 2024Updated last year
- Unsupervised Anomaly Detection System for Univariate Time Series☆20Sep 25, 2024Updated last year
- A Semi-Supervised VAE Based Active Anomaly Detection Framework in Multivariate Time Series for Online Systems☆26Feb 15, 2023Updated 3 years ago
- This repository contains all the source code needed to reproduce the experiments or review the results obtained in the research paper "…☆13Dec 9, 2023Updated 2 years ago
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆908Mar 3, 2024Updated 2 years 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.
- Evaluation Tool for Anomaly Detection Algorithms on Time Series☆154Mar 9, 2026Updated 3 weeks ago
- ☆18Sep 4, 2023Updated 2 years ago
- ☆17Dec 6, 2021Updated 4 years ago
- ☆90May 3, 2024Updated last year
- Time series anomaly detection algorithm implementations for TimeEval (Docker-based)☆170May 9, 2025Updated 10 months ago
- Fault diagnosis of some critical and non-critical faults in electric drives using anomaly detection.☆13May 21, 2023Updated 2 years ago
- A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from t…☆1,153Jan 17, 2025Updated last year