{"repo":"asavinov/machine-learning-and-data-processing","free":true,"listed":false,"github":"https://github.com/asavinov/machine-learning-and-data-processing","clone":"git clone https://github.com/asavinov/machine-learning-and-data-processing.git","description":"A collection of resources on machine learning, data processing and related areas","language":null,"stars":32,"topics":["machine-learning","data-science","big-data","data-processing","data-mining","analytics","software","stream-processing","databases"],"license":null,"category":"machine-learning","readme_excerpt":"A collection of resources on machine learning, data processing and related areas Analysis of different types of data Data and knowledge engineering Asynchronous data processing Libraries, utilities tools Other resources Analysis of different types of data Time series and forecasting Books and articles: ARIMA Model – Complete Guide to Time Series Forecasting in Python: https://www.machinelearningplus.com/time-series/arima-model-time-series-forecasting-python Implementations: https://github.com/facebook/prophet Prophet https://facebook.github.io/prophet/ https://github.com/unit8co/darts A python library for easy manipulation and forecasting of time series https://github.com/alan-turing-institute/sktime A unified toolbox for machine learning with time series https://github.com/thuml/Time-Series-Library A Library for Advanced Deep Time Series Models https://github.com/facebookresearch/Kats Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends. https://github.com/Nixtla/neuralforecast Lightning fast forecasting with statistical and econometric models https://github.com/Nixtla/neuralforecast Scalable and user friendly neural forecasting algorithms https://github.com/ourownstory/neural prophet Neural Network based Time-Series model https://github.com/alkaline-ml/pmdarima ","default_branch":null,"files":null,"tree":[],"storefront":"/r/asavinov","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/asavinov/machine-learning-and-data-processing/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}