microsoft / forecasting
☆2,622Updated this week
Related projects: ⓘ
- This curated list contains python packages for time series analysis☆2,094Updated last year
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆4,889Updated 2 weeks ago
- Probabilistic time series modeling in Python☆4,549Updated last month
- A unified framework for machine learning with time series☆7,747Updated this week
- The machine learning toolkit for time series analysis in Python☆2,882Updated 2 months ago
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆1,855Updated 2 months ago
- Time series forecasting with PyTorch☆3,866Updated this week
- NeuralProphet: A simple forecasting package☆3,810Updated this week
- Automatic extraction of relevant features from time series:☆8,361Updated last month
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,572Updated last month
- A python library for user-friendly forecasting and anomaly detection on time series.☆7,912Updated this week
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆3,857Updated this week
- A flexible, intuitive and fast forecasting library☆1,809Updated 3 months ago
- List of papers, code and experiments using deep learning for time series forecasting☆2,551Updated 6 months ago
- STUMPY is a powerful and scalable Python library for modern time series analysis☆3,619Updated this week
- A Python package for time series classification☆1,750Updated last year
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,264Updated last year
- Merlion: A Machine Learning Framework for Time Series Intelligence☆3,361Updated 2 months ago
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆721Updated 3 weeks ago
- Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation☆3,003Updated last week
- Fit interpretable models. Explain blackbox machine learning.☆6,211Updated this week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,752Updated 2 years ago
- Automated Time Series Forecasting☆1,098Updated last week
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,010Updated this week
- A python library for decision tree visualization and model interpretation.☆2,932Updated 3 weeks ago
- An open source python library for automated feature engineering☆7,196Updated this week
- Scalable and user friendly neural forecasting algorithms.☆2,934Updated this week
- Feature engineering package with sklearn like functionality☆1,854Updated last week
- A library of sklearn compatible categorical variable encoders☆2,400Updated 5 months ago
- ☆1,808Updated 2 years ago