forecasting-model

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.

python flask neural-networks stock-price-prediction final-year-project yahoo-finance fbprophet series-forecasting stock-market-prediction predict-stock-prices forecasting-model

UpdatedOct 18, 2023
Jupyter Notebook

salesforce /CoST

Star232

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

machine-learning deep-learning time-series time-series-forecasting time-series-decomposition self-supervised-learning forecasting-model contrastive-learning

UpdatedMar 22, 2023
Python

Zero-coder /FECAM

Star152

About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚

python deep-learning time-series pytorch frequency-analysis time-series-forecasting forecasting-model

UpdatedSep 9, 2023
Jupyter Notebook

trunghieu-tran /Sentiment-Analysis-facebook-comments

Star85

Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments

nlp sentiment-analysis facebook-graph-api facebook-comments k-means-clustering forecasting-model

UpdatedJun 28, 2019
Jupyter Notebook

yijunwang0805 /covid-19

Star67

COVID-19 infectious forecasting using SEIR model and R0 estimation

forecasting-model seir wuhan-coronavirus novel-coronavirus ncov-2019 novel-coronavirus-2019 covid-19 sars-cov-2

UpdatedMar 26, 2021
Jupyter Notebook

zachrenwick /streamlit_forecasting_app

Star66

This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your own data.

python machine-learning time-series forecasting forecasting-models fbprophet forecasting-model streamlit-dashboard steamlit

UpdatedJan 12, 2024
Python

ExcViral /adaptive-forex-forecast

Star42

An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms

machine-learning machine-learning-algorithms trading-bot prediction adaptive-learning predictive-modeling predictive-analytics adaptive-filtering forex-trading forex-prediction supervised-machine-learning forecasting-model

UpdatedSep 9, 2018
Python

Emmanuel-R8 /Time_Series_Transformers

Star29

Time series forecast using deep learning transformers (simple, XL, compressive). Implementation in Pytorch and Pytorch Lightning.

python machine-learning deep-learning time-series pytorch transformer forecasting-model pytorch-lightning

UpdatedJul 9, 2020
Python

TEB-model /teb

Star29

🏘️ The Town Energy Balance (TEB) model software and platform

cmake urban-planning meteorology atmospheric-modelling energy-consumption energy-model teb environmental-modelling building-energy energy-balance-model energy-simulation urban-meteorology forecasting-model land-surface-model town-energy-balance urban-energy-budget

UpdatedNov 1, 2022
Fortran

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

Star24

Code for paper "Sparse Variational Gaussian Process based Day-ahead Probabilistic Wind Power Forecasting", IEEE Transactions on Sustainable Energy

machine-learning-models forecasting-model wind-power-forecasting gassian-process

UpdatedDec 6, 2023
Jupyter Notebook

PetoLau /CoronaDash

Star23

COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools

time-series shiny clustering forecasting rstats epidemics cluster-analysis shinydashboard time-series-analysis time-series-clustering time-series-forecasting forecasting-model coronavirus coronavirus-tracking epidemic-data covid-19 covid-virus forecasting-covid-19

UpdatedOct 1, 2020
R

senadkurtisi /Multivariate-Time-Series-Forecast

Star15

Forecast of the level of pollution in the next hour in Beijing based on historical information

pytorch lstm forecasting rnn multivariate rnn-pytorch forecasting-model lstm-pytorch

UpdatedNov 12, 2020
Python

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

Star12

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.

jupyter-notebook python3 scipy cashflow forecasting-model