sktime / sktime-dl
DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
☆596Updated last month
Related projects: ⓘ
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆415Updated 2 years ago
- A Python package for time series classification☆1,750Updated last year
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆360Updated 9 months ago
- Python module for machine learning time series:☆570Updated 2 years ago
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆855Updated last year
- An intuitive library to extract features from time series.☆905Updated last week
- AtsPy: Automated Time Series Models in Python (by @firmai)☆510Updated last year
- A python library for time-series smoothing and outlier detection in a vectorized way.☆735Updated 9 months ago
- PyTorch GPU implementation of the ES-RNN model for time series forecasting☆317Updated 5 years ago
- InceptionTime: Finding AlexNet for Time Series Classification☆630Updated 11 months ago
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆459Updated 3 months ago
- A Multipurpose Library for Synthetic Time Series Generation in Python☆347Updated 10 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
- MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification☆283Updated 2 years ago
- Flexible time series feature extraction & processing☆396Updated last week
- N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started …☆508Updated 2 years ago
- Automated Time Series Forecasting☆1,098Updated last week
- catch22: CAnonical Time-series CHaracteristics☆356Updated this week
- A Python package for time series augmentation☆347Updated last year
- Data, Benchmarks, and methods submitted to the M4 forecasting competition☆738Updated 4 years ago
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆761Updated 7 months ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆318Updated last month
- DeltaPy - Tabular Data Augmentation (by @firmai)☆533Updated last year
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆356Updated 4 months ago
- A simple Auto-Regressive Neural Network for time-series☆168Updated 2 years ago
- Scalable Time Series Data Analytics☆309Updated 2 years ago
- Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python☆206Updated last year
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆393Updated last month
- BATS and TBATS forecasting methods☆178Updated last year
- Predict time-series with one line of code.☆398Updated last year