neuralprophet 开源项目推荐（32 个）

Nixtla /statsforecast

使用统计和计量经济学模型的闪电般快速预测。

ourownstory /neural_prophet

NeuralProphet: A simple forecasting package

georgeguimaraes /soothsayer

Elixir library for time series forecasting, inspired by Facebook's Prophet and NeuralProphet

IvanildoBatista /Series-Temporais

Projetos de modelagem e previsão de séries temporal em linguagem Python e linguagem R. Usarei vários modelos de bibliotecas e pacotes usados para tratamento, modelagem e previsão de séries temporais. Falarei um pouco sobre cada uma delas, gerarei a validação e as previsões e, por fim, realizarei a avaliação com a métricas pertinentes.

MfaXyz /Simple-Forecaster-Using-NeuralProphet

Forecasting sales and economic demand for businesses with a time series approach using NeuralProphet

parthar97 /neural-prophet-forecast

Time Series Forecasting with Neural Prophet

RijoSLal /TreasureTrack

TreasureTrack is a web application designed to forecast stock prices using the NeuralProphet model. It allows users to select from a range of popular stocks, view their historical price data, and predict future prices over a customizable number of days

Vishal2546 /Weather_Forecast_Using_Neural_Prophet

This Trained model will predict the temperature of Melbourne (Australia) from 2016 onwards. I have used Neural Prophet module to train the model.

khai88108 /Bitcoinprediction

Bitcoin price prediction using LSTM, RNN, Neural prophet

maxwang1499 /NeuralProphets

This is a time series forecast project I did with Jennifer Rodriguez-Trujillo during Summer, 2022 to benchmark Facebook AI's NeuralProphet.

aledor07 /Evapotranspiration_forecasting

Evapotranspiration forecasting using FBProphet and NeuralProphet.

Lifesight-Software-Pvt-Ltd /horizon

Horizon is an extensible Python library for time series forecasting that unifies statistical, machine learning, and Bayesian forecasting models under a single API. Includes ensemble forecasting, model evaluation, visualisation, exporting, and support for future exogenous variables, makes it easy to build, compare, and deploy forecasting workflows

fakhrirobi /airtraffic_forecast

Creating Time Series Model for Air Flight Dataset

MinaAlmasi /midttrafik-time-series

Code by @drasbaek and @MinaAlmasi for the exam in "Data Science, Prediction, and Forecasting" (F2024) at the Cognitive Science MSc.

KonNik88 /ts-panel-forecasting-baselines

Panel time-series forecasting notebooks (daily sales across stores × items). Clean validation (holdout + rolling-origin backtest), strong statistical baselines (SARIMAX/TBATS/ARIMA), and automated models (AutoTS), with optional Prophet/Darts/NeuralProphet. Primary metric: SMAPE.

DylanBartels /coin-prophet

BTC trading volume seasonality

anuragkhuntia /server-cpuload-predicton-models

running prediction models such as arima, fbprophet and neuralprophet on cpu-load datatset of server to predict trend of cpu utilisation.

ArmandoLazalde /Sales-Forecasting-Solutions

Predicting sales behavior through time series modeling with some of the libraries available in Python

lucario09 /ts-panel-forecasting-baselines

📊 Explore panel time-series forecasting techniques for sales using popular Python libraries like ARIMA, Prophet, and AutoTS in Jupyter notebooks.

antoniaariascauas /visit-forecasting-neuralprophet

Time series forecasting with NeuralProphet & macroeconomic regressors