forecasting-model
There are 81 repositories under forecasting-model topic.
ourownstory/neural_prophet
NeuralProphet: A simple forecasting package
cure-lab/LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
NGYB/Stocks
Programs for stock prediction and evaluation
nityansuman/warren
Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step time series forecasting strategy.
salesforce/CoST
PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
Zero-coder/FECAM
About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚
trunghieu-tran/Sentiment-Analysis-facebook-comments
Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments
yijunwang0805/covid-19
COVID-19 infectious forecasting using SEIR model and R0 estimation
zachrenwick/streamlit_forecasting_app
This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your own data.
ExcViral/adaptive-forex-forecast
An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms
Emmanuel-R8/Time_Series_Transformers
Time series forecast using deep learning transformers (simple, XL, compressive). Implementation in Pytorch and Pytorch Lightning.
TEB-model/teb
🏘️ The Town Energy Balance (TEB) model software and platform
PetoLau/CoronaDash
COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools
honglinwen/Wind-power-forecasting-based-on-SVGP
Code for paper "Sparse Variational Gaussian Process based Day-ahead Probabilistic Wind Power Forecasting", IEEE Transactions on Sustainable Energy
senadkurtisi/Multivariate-Time-Series-Forecast
Forecast of the level of pollution in the next hour in Beijing based on historical information
Abrar2652/Cash-Flow-Forecast-Challenge-Solution-2020-TopCoder
Cash Flow Forecasting Challenge held in 2020 on the popular TopCoder hackathon platform. I created my ML forecasting model using Python SciPy libraries. The step-by-step guide from data exploration to analysis has been shown in the notebook.
Erdos1729/food-demand-forecasting
This repository will work around solving the problem of food demand forecasting using machine learning.
ozogxyz/cmapss
Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.
krishnapriya-18/Women-Data-Science-Hackathon-by-Bain-Company
Analytics Vidhya Hackathon
saritmaitra/Historical-price-index
Predictive Analytics
MfaXyz/Simple-Forecaster-Using-NeuralProphet
Forecasting sales and economic demand for businesses with a time series approach using NeuralProphet
hammaad2002/Solar-Irradiance-Forecasting-Using-Deep-Learning-Techniques
Solar Irradiance Forecasting Using Deep Learning Techniques
meiradania/forecast-with-prophet-intro
Using the Prophet package published by Facebook to do time series forecasting. This is a beginner's level walk-through
Mooon/learning_microstructure_evolution
Prediction of material microstructure evolution via convolutional LSTM neural networks. Implementation in pytorch.
TEB-model/wrf-teb
🌀 🏘️ The WRF-TEB software repository
mauep2025/Forecasting-the-Yield-Curve
The aim of this code is to show the preliminary results of the forecast for the term structure (with different maturities) of the Mexican government bonds using different types of models.
mirkousuelli/RNN-Time-Series-Forecasting
Artificial Neural Network and Deep Learning course competition 2021/2022 - Politecnico di Milano.
NicoSun/CryoScripts
Python scripts from CryosphereComputing
syenirasheila/Predicting-The-Magnitude-And-Location-Of-Earthquakes-In-Indonesia
The purpose of this study is to predict the strength and locations of earthquakes in Indonesia in the coming years and to determine the maximum earthquake strength that will occur in 2024 using Prophet Forecasting model.
ayushirastogi15/Time-Series-Forecasting-Analysis
This repository contains the time series forecasting and analysis of stock market prices of different companies.
BartBoerman/forecast-dengue-cases-dengai
Predicting disease spread, a DrivenData competition. I'am currently participating in this competition. I used it as submission for the second capstone project in the course 'Professional Certificate in Data Science' provided by Harvard University (HarvardX) on EDX.
paul-lindquist/cryptocurrency_time_series
Built 6 time series models to forecast Bitcoin prices using data from the past 5 years
senadkurtisi/Univariate-Time-Series-Forecasting
Forecast of next month's number of car sales based on historical information
sn2606/Global-Temperature-Time-Series
Time series analysis is performed on the Berkeley Earth Surface Temperature dataset.
wmhr28/tfm-forecasting-glucose
Este repositorio contiene todos los notebooks de la experimentación del Trabajo Fin de Máster "Aprendizaje por transferencia en el pronóstico personalizado de glucosa para diabetes tipo 1"
station-demand-forecasting-tool/sdft
R package for the Station Demand Forecasting Tool