GitHub

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

2023 Update: We discuss our plans for the future of Prophet in this blog post: facebook/prophet in 2023 and beyond Prophet is a procedure for forecasting time series data based on an additive model ...
GitHub

Kats: A kit to analyze time series data

Kats is a toolkit to analyze time series data, a lightweight, easy-to-use, and generalizable framework to perform time series analysis. Time series analysis is an essential component of Data Science ...
The Lancet

Assessing the impact of the National Clean Air Programme in Uttar Pradesh's non-attainment cities: a prophet model time series analysis

bDepartment of Community Medicine & Family Medicine, All India Institute of Medical Sciences, Gorakhpur, Uttar Pradesh, 273008, India cAll India Institute of Medical Sciences, Gorakhpur, Uttar Pradesh ...
IEEE

A Real-Time COVID-19 Exploratory Analysis and Outbreak Prediction System

Abstract: On May 28th, 2020, India recorded its 4711th death, with a total of 165,386 confirmed cases of COVID-19. Simultaneously, Ethiopia reported 7 deaths and 831 total confirmed cases. This ...
ascopubs.org

Plasma Proteome–Based Test for First-Line Treatment Selection in Metastatic Non–Small Cell Lung Cancer

Mutational Analysis of Circulating Tumor DNA in Patients With Estrogen Receptor–Positive/Human Epidermal Growth Factor Receptor 2–Negative Advanced Breast Cancer Receiving Palbociclib: Results From ...
gh.bmj

Regional differences in the utilisation of antenatal care and skilled birth attendant services during the COVID-19 pandemic in Nigeria: an interrupted time series analysis

Introduction The COVID-19 pandemic has had a substantial negative impact on the utilisation of essential health services (EHS) globally, especially in resource-limited settings such as Nigeria. High ...
IEEE

Comparative Study on Forecasting of Schedule Generation in Delhi Region for the Resilient Power Grid Using Machine Learning

Abstract: The increasing use of Renewable Energy Resources (RES) in energy generation has led to the transformation of the conventional electrical grid into a more adaptable and interactive system, ...
Europe PMC

A Combined Model of SARIMA and Prophet Models in Forecasting AIDS Incidence in Henan Province, China.

Acquired immune deficiency syndrome (AIDS) is a serious public health problem. This study aims to establish a combined model of seasonal autoregressive integrated moving average (SARIMA) and Prophet ...