mlforecast
Time Series Forecaster
A Python library for scalable machine learning-based time series forecasting with efficient feature engineering and out-of-the-box compatibility.
Scalable machine 🤖 learning for time series forecasting.
899 stars
12 watching
88 forks
Language: Python
last commit: 7 days ago
Linked from 2 awesome lists
daskforecastforecastinglightgbmmachine-learningpythontime-seriesxgboost
Related projects:
Repository | Description | Stars |
---|---|---|
skforecast/skforecast | A Python library for building machine learning models to forecast time series data | 1,156 |
nixtla/transfer-learning-time-series | Provides pre-trained models for time series forecasting using transfer learning | 234 |
alkaline-ml/pmdarima | A statistical library for time series analysis and forecasting | 1,594 |
x-datainitiative/tick | A Python module for statistical learning with an emphasis on time-dependent modeling, providing tools for machine learning, point-process modeling, and optimization. | 491 |
microprediction/timemachines | Provides a simple and unified interface to various univariate time-series prediction algorithms | 405 |
dmbee/seglearn | A machine learning tool for time series data analysis and modeling | 571 |
jaungiers/multidimensional-lstm-bitcoin-time-series | A Python implementation using LSTM neural networks to forecast Bitcoin price based on time series data | 335 |
predict-idlab/tsflex | A toolkit for flexible time series processing and feature extraction. | 402 |
damitkwr/esrnn-gpu | A PyTorch implementation of an optimized deep learning model for time series forecasting on GPUs. | 318 |
hfawaz/dl-4-tsc | This project provides a framework for evaluating and comparing different deep learning architectures for time series classification tasks. | 1,558 |
mohaseeb/shaplets-python | A Python implementation of a shapelet-based time-series classification algorithm using gradient descent. | 218 |
rjt1990/pyflux | A comprehensive time series modeling library with various statistical models and inference methods. | 2,111 |
johannfaouzi/pyts | A Python package for time series classification and analysis | 1,772 |
sintel-dev/draco | A collection of end-to-end solutions for machine learning tasks commonly found in time series monitoring systems | 53 |
mllam/neural-lam | A software framework for training and evaluating neural networks for weather prediction in specific geographic areas. | 116 |