Lightning fast forecasting with statistical and econometric models.
NeuralProphet: A simple forecasting package
Elixir library for time series forecasting, inspired by Facebook's Prophet and NeuralProphet
Projetos de modelagem e previsao de series temporal em linguagem Python e linguagem R. Usarei varios modelos de bibliotecas e pacotes usados para tratamento, modelagem e previsao de series temporais. Falarei um pouco sobre cada uma delas, gerarei a validacao e as previsoes e, por fim, realizarei a avaliacao com a metricas pertinentes.
Forecasting sales and economic demand for businesses with a time series approach using NeuralProphet
Time Series Forecasting with 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.
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
Bitcoin price prediction using LSTM, RNN, Neural prophet
This is a time series forecast project I did with Jennifer Rodriguez-Trujillo during Summer, 2022 to benchmark Facebook AI's NeuralProphet.
Evapotranspiration forecasting using FBProphet and NeuralProphet.
Creating Time Series Model for Air Flight Dataset
Panel time-series forecasting notebooks (daily sales across stores x 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.
Code by @drasbaek and @MinaAlmasi for the exam in "Data Science, Prediction, and Forecasting" (F2024) at the Cognitive Science MSc.
BTC trading volume seasonality
running prediction models such as arima, fbprophet and neuralprophet on cpu-load datatset of server to predict trend of cpu utilisation.
Predicting sales behavior through time series modeling with some of the libraries available in Python
About Building a neural weather prophet forecasting model to predict weather trends for Australia on a Kaggle dataset
Weather Forecasting : ob-havo sharoitlarini bashorat qilish uchun model
Streamlit test project for time-series-forecasting library NeuralProphet
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