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trustworthyai

trustworthy AI related projects

ts2ml

Tools to Transform a Time Series into Features and Target a.k.a Supervised Learning

ts2vg

Time series to visibility graphs.

tsboost

Time Series Forecasting Framework

tsbootstrap

tsbootstrap: generate bootstrapped time series samples in Python

tscv

Time Series Cross-Validation -- an extension for scikit-learn

tsdisteval

tsdl

The Time Series Data Library (TSDL) was created by Rob Hyndman, Professor of Statistics at Monash University, Australia.

tsdownsample

High-performance time series downsampling algorithms for visualization

tsfeast

A collection of Scikit-Learn compatible time series transformers and tools.

tsfeatures

Time series features

tsfeatures-1

Calculates various features from time series data. Python implementation of the R package tsfeatures.

tsfel

An intuitive library to extract features from time series

tsflex

Flexible time series feature extraction & processing

tsforecasting

This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.

tsforest

Time series forecasting with tree ensembles

tsfresh

Automatic extraction of relevant features from time series:

tsgeneration

Efficient generation of time series with diverse and controllable characteristics

tshacks

development version of the tshacks package

tslearn

A machine learning toolkit dedicated to time-series data

tslib

Time Series Forecasting and Imputation

tsmoothie

A python library for time-series smoothing and outlier detection in a vectorized way.

tspdb

tspdb: Time Series Predict DB

tspiral

A python package for time series forecasting with scikit-learn estimators.

tspred

TSPred Package for R : Framework for Nonstationary Time Series Prediction

tsregression

This repository contains the source code for time series regression.

tsstudio

Tools for time series analysis and forecasting

tsutils

The tsutils package for R provides functions to support various aspects of time series and forecasting modelling.

turbodbc

Turbodbc is a Python module to access relational databases via the Open Database Connectivity (ODBC) interface. The module complies with the Python Database API Specification 2.0.

turicreate

Turi Create simplifies the development of custom machine learning models.