dmbee / seglearn
Python module for machine learning time series:
☆574Updated 2 years ago
Alternatives and similar repositories for seglearn:
Users that are interested in seglearn are comparing it to the libraries listed below
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆597Updated 7 months ago
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆461Updated 2 months ago
- Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python☆210Updated last year
- catch22: CAnonical Time-series CHaracteristics☆394Updated this week
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆381Updated last year
- A Python package for time series classification☆1,804Updated last year
- A python library for Bayesian time series modeling☆483Updated 6 months ago
- AtsPy: Automated Time Series Models in Python (by @firmai)☆514Updated 2 years ago
- Data imputations library to preprocess datasets with missing data☆359Updated 3 years ago
- Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient des…☆221Updated 5 years ago
- ML-Ensemble – high performance ensemble learning☆852Updated last year
- A Python library for dynamic classifier and ensemble selection☆484Updated 11 months ago
- Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all …☆105Updated last year
- PyTorch GPU implementation of the ES-RNN model for time series forecasting☆319Updated 5 years ago
- An open source library for Fuzzy Time Series in Python☆268Updated 7 months ago
- An intuitive library to extract features from time series.☆989Updated 5 months ago
- A Multipurpose Library for Synthetic Time Series Generation in Python☆365Updated last year
- Python package for causal inference using Bayesian structural time-series models.☆239Updated 4 years ago
- Scalable Time Series Data Analytics☆313Updated 3 years ago
- Time series prediction using dilated causal convolutional neural nets (temporal CNN)☆236Updated 2 years ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆611Updated last year
- Time Series Cross-Validation -- an extension for scikit-learn☆253Updated 2 years ago
- A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile☆737Updated 8 months ago
- scikit-learn compatible implementation of stability selection.☆212Updated last year
- Highly comparative time-series analysis☆756Updated this week
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆509Updated 5 months ago
- Hierarchical Time Series Forecasting with a familiar API☆224Updated last year
- scikit-learn-inspired time series☆200Updated last year
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆415Updated 2 years ago
- Flexible time series feature extraction & processing☆413Updated 6 months ago