microprediction / timemachines
Predict time-series with one line of code.
☆421Updated 6 months ago
Alternatives and similar repositories for timemachines:
Users that are interested in timemachines are comparing it to the libraries listed below
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆411Updated last year
- Forecasting with Gradient Boosted Time Series Decomposition☆194Updated last year
- AtsPy: Automated Time Series Models in Python (by @firmai)☆515Updated 2 years ago
- If you can measure it, consider it predicted☆348Updated last month
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆754Updated 8 months ago
- Hierarchical Time Series Forecasting with a familiar API☆224Updated last year
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆652Updated last week
- Time should be taken seer-iously☆315Updated 2 years ago
- BATS and TBATS forecasting methods☆182Updated 2 years ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆612Updated last year
- A python package for time series forecasting with scikit-learn estimators.☆161Updated last year
- A python library to build Model Trees with Linear Models at the leaves.☆373Updated 9 months ago
- Flexible time series feature extraction & processing☆416Updated 8 months ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆519Updated last month
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆459Updated last month
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆777Updated last year
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆266Updated last week
- Scalable machine 🤖 learning for time series forecasting.☆1,014Updated last month
- Automated Time Series Forecasting☆1,273Updated 3 weeks ago
- World beating online covariance and portfolio construction.☆296Updated last month
- Data, Benchmarks, and methods submitted to the M6 forecasting competition☆112Updated 7 months ago
- An extension of LightGBM to probabilistic modelling☆305Updated 10 months ago
- A power-full Shapley feature selection method.☆206Updated last year
- The practitioner's forecasting library☆336Updated last week
- Quantile Regression Forests compatible with scikit-learn.☆228Updated last week
- All Relevant Feature Selection☆133Updated last month
- Probabilistic Gradient Boosting Machines☆152Updated last year
- Python package for Imputation Methods☆248Updated last year
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆646Updated 2 months ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆598Updated 9 months ago