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set_functions_for_time_series

Repository of the ICML 2020 paper "Set Functions for Time Series"

sfa

Scalable Time Series Data Analytics

shifts

shogun

The Shogun Machine Learning Toolbox (Source Code)

sibur_challenge_2021

sidetable

sidetable builds simple but useful summary tables of your data

similarity-ts-cli

simple-knn-gzip

A simplistic linear and multiprocessed approach to sentiment analysis using Gzip Normalized Compression Distances with k nearest neighbors

sire

📈 SiRE (Simulation-Informed Revenue Extrapolation with Confidence Estimate for Scaleup Companies Using Scarce Time-Series Data), accepted by CIKM'2022 🗽

skab

SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.

skforecast

Time series forecasting with scikit-learn models

skin-cancer-detection-mnist

The dataset consists of 10015 dermatoscopic images which can serve as a training set for academic machine learning purposes. The objective to build deep learning model to classify given query image into one of the 7 different classes of skin cancer.

sklearn-benchmarks

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

skpro

A unified framework for tabular probabilistic regression and probability distributions in python

sktime

A scikit-learn compatible Python toolbox for learning with time series data

sktime-dl

sktime companion package for deep learning based on TensorFlow

sktime-tutorial-pydata-global-2022

sktime - python toolbox for time series: pipelines and transformers

sktime-tutorial-pydata-global-2023

sktime-tutorial-pydata-london-2023

sktime-tutorial-pydata-seattle-2023

skbase - a workbench for creating scikit-learn like parametric objects and libraries

sktime-workshop-pydata-prague-2023

skyline

It'll detect your anomalies! Part of the Kale stack.

slcp

Conformal Prediction with Localized De-correlation

smac3

Sequential Model-based Algorithm Configuration

smile

Statistical Machine Intelligence & Learning Engine

solar-radiation-forecasting

Code for Master's dissertation: Solar Radiation Forecasting with Deep Learning and Conformal Prediction

solarforecastarbiter-core

Core data gathering, validation, processing, and reporting package for the Solar Forecast Arbiter

sotawhat

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

spacetime

Code for SpaceTime 🌌⏱️. Proposed in Effectively Modeling Time Series with Simple Discrete State Spaces, ICLR 2023.

spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."