salesforce / Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
☆3,397Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for Merlion
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆4,937Updated 2 weeks ago
- A flexible, intuitive and fast forecasting library☆1,814Updated 5 months ago
- A python library for user-friendly forecasting and anomaly detection on time series.☆8,087Updated this week
- NeuralProphet: A simple forecasting package☆3,884Updated 3 weeks ago
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆3,992Updated this week
- Time series forecasting with PyTorch☆4,002Updated this week
- Algorithms for outlier, adversarial and drift detection☆2,249Updated this week
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆1,884Updated 4 months ago
- Probabilistic time series modeling in Python☆4,632Updated last week
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆764Updated 9 months ago
- Scalable machine 🤖 learning for time series forecasting.☆899Updated this week
- Scalable and user friendly neural forecasting algorithms.☆3,108Updated this week
- Automated Time Series Forecasting☆1,123Updated this week
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆736Updated 3 months ago
- Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation☆3,052Updated last week
- Feature engineering package with sklearn like functionality☆1,927Updated last week
- STUMPY is a powerful and scalable Python library for modern time series analysis☆3,666Updated this week
- Library for detecting anomalies in signals☆1,050Updated this week
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆2,738Updated 3 weeks ago
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,244Updated 4 months ago
- A Python toolkit for rule-based/unsupervised anomaly detection in time series☆1,101Updated 3 months ago
- A unified framework for machine learning with time series☆7,957Updated this week
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆595Updated 3 months ago
- TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transf…☆2,311Updated this week
- The machine learning toolkit for time series analysis in Python☆2,912Updated 4 months ago
- TODS: An Automated Time-series Outlier Detection System☆1,460Updated last year
- An open-source, low-code machine learning library in Python☆8,958Updated this week
- Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.☆2,312Updated 4 months ago
- ruptures: change point detection in Python☆1,629Updated 2 months ago