forecasting-model

There are 6 repositories under forecasting-model topic.

neural_prophet
ourownstory / neural_prophet
NeuralProphet: A simple forecasting package
forecasting time-series machine-learning fbprophet prophet forecast artificial-intelligence prediction trend seasonality autoregression pytorch timeseries forecasting-algorithm forecasting-model neuralprophet neural neural-network python deep-learning
Language:Python 3635
cure-lab / LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
deep-learning forecasting forecasting-model linear-models pytorch time-series time-series-forecasting time-series-prediction aaai aaai2023
Language:Python 1783
NGYB / Stocks
Programs for stock prediction and evaluation
stock-market stock-price-prediction stock-trading machine-learning forecasting forecasting-model signal signal-processing
Language:Jupyter Notebook 341
warren
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.
fbprophet final-year-project flask forecasting-model neural-networks predict-stock-prices python series-forecasting stock-market-prediction stock-price-prediction yahoo-finance
Language:Jupyter Notebook 252
salesforce / CoST
PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
contrastive-learning deep-learning self-supervised-learning time-series time-series-forecasting time-series-decomposition forecasting-model machine-learning
Language:Python 209
trunghieu-tran / Sentiment-Analysis-facebook-comments
Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments
sentiment-analysis nlp forecasting-model facebook-comments facebook-graph-api k-means-clustering
Language:Jupyter Notebook 73
yijunwang0805 / covid-19
COVID-19 infectious forecasting using SEIR model and R0 estimation
covid-19 forecasting-model ncov-2019 novel-coronavirus novel-coronavirus-2019 sars-cov-2 seir wuhan-coronavirus
Language:Jupyter Notebook 66
Zero-coder / FECAM
About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚
frequency-analysis time-series-forecasting python forecasting-model pytorch time-series deep-learning
Language:Jupyter Notebook 66
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.
steamlit streamlit-dashboard python fbprophet machine-learning forecasting forecasting-models forecasting-model time-series
Language:Python 61
ExcViral / adaptive-forex-forecast
An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms
forex-trading forex-prediction forecasting-model adaptive-learning adaptive-filtering machine-learning supervised-machine-learning trading-bot machine-learning-algorithms prediction predictive-modeling predictive-analytics
Language:Python 34
Emmanuel-R8 / Time_Series_Transformers
Time series forecast using deep learning transformers (simple, XL, compressive). Implementation in Pytorch and Pytorch Lightning.
machine-learning python deep-learning transformer pytorch pytorch-lightning forecasting-model time-series
Language:Python 28
TEB-model / teb
🏘️ The Town Energy Balance (TEB) model software and platform
energy-balance-model urban-meteorology land-surface-model meteorology building-energy energy-model energy-consumption energy-simulation urban-planning atmospheric-modelling environmental-modelling cmake teb town-energy-balance urban-energy-budget forecasting-model
Language:Fortran 25
PetoLau / CoronaDash
COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools
covid-19 covid-virus coronavirus-tracking coronavirus forecasting forecasting-covid-19 rstats shiny shinydashboard time-series time-series-forecasting time-series-analysis clustering cluster-analysis epidemic-data epidemics forecasting-model time-series-clustering
Language:R 22
senadkurtisi / Multivariate-Time-Series-Forecast
Forecast of the level of pollution in the next hour in Beijing based on historical information
lstm pytorch rnn forecasting forecasting-model multivariate lstm-pytorch rnn-pytorch
Language:Python 14
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
forecasting-model gassian-process machine-learning-models wind-power-forecasting
Language:Jupyter Notebook 10
Erdos1729 / food-demand-forecasting
This repository will work around solving the problem of food demand forecasting using machine learning.
demand-forecasting food-demand-forecasting forecasting-model catboostregressor decisiontreeregressor lightgbm-regressor xgboost-regression jupyter-notebook machine-learning
Language:Jupyter Notebook 7
krishnapriya-18 / Women-Data-Science-Hackathon-by-Bain-Company
Analytics Vidhya Hackathon
time-series-analysis time-series extratreesregressor randomforest xgboost forecasting-model forecasting
Language:Jupyter Notebook 7
ozogxyz / cmapss
Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.
deep-learning forecasting-model python pytorch time-series
Language:Python 7
saritmaitra / Historical-price-index
Predictive Analytics
forecasting-model predictive-analytics predictive-modeling python-3-6 data-science linear-regression arima-model sarimax time-series-analysis feature-engineering machinelearning
Language:Jupyter Notebook 7
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.
cashflow forecasting-model jupyter-notebook python3 scipy
Language:Jupyter Notebook 6
hammaad2002 / Solar-Irradiance-Forecasting-Using-Deep-Learning-Techniques
Solar Irradiance Forecasting Using Deep Learning Techniques
forecasting forecasting-model forecasting-models forecasting-time-series powergeneration rnn-model rnn-pytorch solar-irradiance solar-system solarpanels solarpower alternate-energy
Language:Jupyter Notebook 4
jajokine / Time-Series-Modeling
MITx - MicroMasters Program on Statistics and Data Science - Data Analysis: Statistical Modeling and Computation in Applications - Fourth Project
linear-regression autoregressive-model autoreg sarimax predictive-modeling forecasting-model time-series time-series-analysis financial-data environmental-modelling bokeh bokehplots
Language:Jupyter Notebook 4
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
forecasting forecasting-model prophet-facebook prophet-model python3 time-series
Language:Jupyter Notebook 4
TEB-model / wrf-teb
🌀 🏘️ The WRF-TEB software repository
meteorology urban-climate urban-climate-model weather weather-model weather-forecast energy energy-consumption urban-heat-island energy-model energy-balance-model town-energy-balance cmake wrf urban-planning environmental-modelling forecasting-model teb
Language:Fortran 4
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.
arima-forecasting forecasting-model macroeconomics mexico svar time-series var-forecasting yield-curve
Language:MATLAB 3
NicoSun / CryoScripts
Python scripts from CryosphereComputing
sea-ice snow-cover temperature forecasting-model arctic antarctic
Language:Python 3
ankushgpta2 / RetirementRadar
:chart_with_upwards_trend: :clock130: Predictive Model for Optimal Retirement Investment Strategy Based on Macro/Meso Market Properties and Personal Preferences/Information (401k & IRA)
401k data deep-learning financial financial-analysis financial-markets fintech forecasting forecasting-model investment ira machine-learning retirement
2
ayushirastogi15 / Time-Series-Forecasting-Analysis
This repository contains the time series forecasting and analysis of stock market prices of different companies.
forecasting-model reliance stock-market stock-price-prediction technical-analysis time-series time-series-analysis
Language:Jupyter Notebook 2
forecast-dengue-cases-dengai
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.
time-series-analysis forecasting-model correlation seasonality prophet-model data-visualization r imputation decomposition anomaly-detection outliers
Language:R 2
Simple-Forecaster-Using-NeuralProphet
MfaXyz / Simple-Forecaster-Using-NeuralProphet
Forecasting sales and economic demand for businesses with a time series approach using NeuralProphet
arima autoregression business-analytics deep-learning economics economics-models fbprophet forecasting forecasting-algorithm forecasting-model machine-learning neural-network neuralprophet prediction prophet python pytorch sales statistics time-series
Language:Jupyter Notebook 2
mirkousuelli / RNN-Time-Series-Forecasting
Artificial Neural Network and Deep Learning course competition 2021/2022 - Politecnico di Milano.
autoencoder deep-learning encoder-decoder forecasting-model lstm-neural-networks multivariate-analysis polimi prediction-model python recurrent-neural-networks time-series
Language:Jupyter Notebook 2
Mooon / learning_microstructure_evolution
Prediction of material microstructure evolution via convolutional LSTM neural networks. Implementation in pytorch.
convlstm forecasting-model microstructure-optimization pytorch seq2seq
Language:Python 2
paul-lindquist / cryptocurrency_time_series
Built 6 time series models to forecast Bitcoin prices using data from the past 5 years
python time-series time-series-analysis arima-model arima-forecasting arma arimax random-walk white-noise python3 python-3 jupyter-notebook predictive-modeling forecasting forecasting-model forecasting-models
Language:Jupyter Notebook 2
senadkurtisi / Univariate-Time-Series-Forecasting
Forecast of next month's number of car sales based on historical information
pytorch lstm time-series univariate forecasting-model
Language:Python 2
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"
cgm lstm transfer-learning diabetes-prediction forecasting-model
Language:Jupyter Notebook 2
yusrilihzaM / Forecasting-Groundwater-Use-in-DKI-JAKARTA
forecasting-model mape mad mse codeigniter3 double-exponential-smoothing time-series
Language:HTML 2

forecasting-model

ourownstory / neural_prophet

cure-lab / LTSF-Linear

NGYB / Stocks

nityansuman / warren

salesforce / CoST

trunghieu-tran / Sentiment-Analysis-facebook-comments

yijunwang0805 / covid-19

Zero-coder / FECAM

zachrenwick / streamlit_forecasting_app

ExcViral / adaptive-forex-forecast

Emmanuel-R8 / Time_Series_Transformers

TEB-model / teb

PetoLau / CoronaDash

senadkurtisi / Multivariate-Time-Series-Forecast

honglinwen / Wind-power-forecasting-based-on-SVGP

Erdos1729 / food-demand-forecasting

krishnapriya-18 / Women-Data-Science-Hackathon-by-Bain-Company

ozogxyz / cmapss

saritmaitra / Historical-price-index

Abrar2652 / Cash-Flow-Forecast-Challenge-Solution-2020-TopCoder

hammaad2002 / Solar-Irradiance-Forecasting-Using-Deep-Learning-Techniques

jajokine / Time-Series-Modeling

meiradania / forecast-with-prophet-intro

TEB-model / wrf-teb

mauep2025 / Forecasting-the-Yield-Curve

NicoSun / CryoScripts

ankushgpta2 / RetirementRadar

ayushirastogi15 / Time-Series-Forecasting-Analysis

BartBoerman / forecast-dengue-cases-dengai

MfaXyz / Simple-Forecaster-Using-NeuralProphet

mirkousuelli / RNN-Time-Series-Forecasting

Mooon / learning_microstructure_evolution

paul-lindquist / cryptocurrency_time_series

senadkurtisi / Univariate-Time-Series-Forecasting

wmhr28 / tfm-forecasting-glucose

yusrilihzaM / Forecasting-Groundwater-Use-in-DKI-JAKARTA