johannfaouzi / pyts
A Python package for time series classification
☆1,811Updated last week
Alternatives and similar repositories for pyts:
Users that are interested in pyts are comparing it to the libraries listed below
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆598Updated 9 months ago
- The machine learning toolkit for time series analysis in Python☆2,971Updated 10 months ago
- An intuitive library to extract features from time series.☆1,004Updated 6 months ago
- This curated list contains python packages for time series analysis☆2,171Updated 2 years ago
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,641Updated 5 months ago
- Deep Learning for Time Series Classification☆1,612Updated 2 years ago
- A python library for time-series smoothing and outlier detection in a vectorized way.☆756Updated last year
- InceptionTime: Finding AlexNet for Time Series Classification☆661Updated last year
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆436Updated 3 years ago
- Python module for machine learning time series:☆575Updated 2 years ago
- Time series distances: Dynamic Time Warping (fast DTW implementation in C)☆1,157Updated 2 months ago
- Fully Convlutional Neural Networks for state-of-the-art time series classification☆691Updated 5 years 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…☆753Updated 8 months ago
- Automated Time Series Forecasting☆1,271Updated 2 weeks ago
- TODS: An Automated Time-series Outlier Detection System☆1,560Updated last year
- AtsPy: Automated Time Series Models in Python (by @firmai)☆515Updated 2 years ago
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,176Updated this week
- A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile☆735Updated 9 months ago
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆459Updated last month
- catch22: CAnonical Time-series CHaracteristics☆404Updated this week
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆881Updated 2 years ago
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆507Updated 4 years ago
- Methods to get the probability of a changepoint in a time series.☆711Updated last year
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆777Updated last year
- ruptures: change point detection in Python☆1,790Updated last week
- A Python toolkit for rule-based/unsupervised anomaly detection in time series☆1,153Updated 9 months ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆411Updated last year
- Highly comparative time-series analysis☆763Updated this week
- STUMPY is a powerful and scalable Python library for modern time series analysis☆3,901Updated 3 weeks ago
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆383Updated last year