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yun37's Projects

auto_ts icon auto_ts

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.

coastalapp icon coastalapp

CoastalApp is a NUOPC application implemented following UFS best practices to couple coastal ocean models and other domains (Sea Ice, Atmosphere, Wave, Inland Hydrology, ...)

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

gluonts icon gluonts

Probabilistic time series modeling in Python

greykite icon greykite

A flexible, intuitive and fast forecasting library

minimal-light icon minimal-light

A simple and elegant Jekyll theme for an academic personal homepage

modern-cmake-zh_cn icon modern-cmake-zh_cn

CMake 教程 Modern-CMake 的简体中文翻译，中文版 Gitbook ：https://modern-cmake-cn.github.io/Modern-CMake-zh_CN/ Chinese(simplified) translation of famous cmake tutorial Modern CMake. GitHub Pages : https://modern-cmake-cn.github.io/Modern-CMake-zh_CN/

neuralforecast icon neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

ngen icon ngen

Next Generation Water Modeling Engine and Framework Prototype

orbit icon orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyts icon pyts

A Python package for time series classification

schism icon schism

Semi-implicit Cross-scale Hydroscience Integrated System Model (SCHISM)

seglearn icon seglearn

Python module for machine learning time series:

sktime icon sktime

A unified framework for machine learning with time series

statsforecast icon statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

streamz icon streamz

Real-time stream processing for python

stumpy icon stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

tick icon tick

Module for statistical learning, with a particular emphasis on time-dependent modelling

tsfel icon tsfel

An intuitive library to extract features from time series.

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

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