salesforce/CoST

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

Language: Python - Size: 368 KB - Last synced: about 3 hours ago - Pushed: about 1 year ago - Stars: 210 - Forks: 42

ourownstory/neural_prophet

NeuralProphet: A simple forecasting package

Language: Python - Size: 212 MB - Last synced: 3 days ago - Pushed: 11 days ago - Stars: 3,683 - Forks: 464

algocry/aqi-predictor

AQI Forecaster web app using Machine Learning

Language: Python - Size: 218 KB - Last synced: 11 days ago - Pushed: 4 months ago - Stars: 1 - Forks: 1

cure-lab/LTSF-Linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Language: Python - Size: 5.67 MB - Last synced: 18 days ago - Pushed: 4 months ago - Stars: 1,804 - Forks: 410

JulianChia/lowerboundSARSCOV2

Manuscript, source codes and data sets on estimating Singapore’s lower-bound SARS-CoV-2 Infection Trend In 2020.

Language: Python - Size: 11.4 MB - Last synced: 21 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 1

yuhsienchiang/lstm-forecast

LSTM forecaster showcasing stateful LSTM

Language: Python - Size: 3.66 MB - Last synced: 26 days ago - Pushed: 27 days ago - Stars: 0 - Forks: 0

SughoshKulkarni/Auto-Forecasting

Auto-Forecasting is a web application that takes in an excel file with univariate time series data and provides forecasts. Auto-Forecasting works on SARIMA modeling.

Language: HTML - Size: 144 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 1

Afroefras/ecobici_bot

@EcobiciMapBot Twitter bot automático cada 30min para mostrar el pronóstico de la disponibilidad en la siguiente hora para estaciones de Ecobici CDMX 🚴🏽‍♂️

Language: Python - Size: 4.8 GB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

maithilid12/Analyze_NYSE_Data

In this project, I have created interactive Profit and Loss Dashboard, Financial Forecasting model for over 500 companies and compared 3 banks based on summary statistics to provide insights in presentation form

Size: 438 KB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

afgambin/lstm-forecasting

Smart Energy Policies for Sustainable Mobile Networks via Forecasting and Adaptive Control

Language: MATLAB - Size: 1.58 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

TEB-model/teb

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

Language: Fortran - Size: 9.66 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 25 - Forks: 7

NGYB/Stocks

Programs for stock prediction and evaluation

Language: Jupyter Notebook - Size: 29.1 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 332 - Forks: 208

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

Solar Irradiance Forecasting Using Deep Learning Techniques

Language: Jupyter Notebook - Size: 5.39 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 4 - Forks: 1

NicoSun/CryoScripts

Python scripts from CryosphereComputing

Language: Python - Size: 51.2 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 3 - Forks: 1

senadkurtisi/Multivariate-Time-Series-Forecast

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

Language: Python - Size: 820 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 13 - Forks: 0

TEB-model/wrf-teb Fork of wrf-model/WRF

🌀 🏘️ The WRF-TEB software repository

Language: Fortran - Size: 172 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 4

MfaXyz/Simple-Forecaster-Using-NeuralProphet

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

Language: Jupyter Notebook - Size: 478 KB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 37.2 MB - Last synced: 7 months ago - Pushed: 8 months ago - Stars: 221 - Forks: 61

mahakanakala/temperature-anamoly-forecasting

Streamlit app of a time forecasting series of global temperature using the Prophet model.

Language: Jupyter Notebook - Size: 1.94 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

mykeysid10/Forecasting-Natural-Gas-International-Prices

Energy Sector | Time Series

Language: Jupyter Notebook - Size: 806 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 1

dhyougit/SDG_goal6

Sustainable development goal 6. A review of the linear and alternative projection methods used for monitoring progress on drinking water and sanitation using JMP database

Language: Stata - Size: 46.9 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

PetoLau/CoronaDash

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

Language: R - Size: 3.05 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 22 - Forks: 8

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.

Language: Python - Size: 7.37 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 57 - Forks: 31

evansphillips/retail-customer-segmentation-forecasting

A retail revenue forecasting challenge from DS4A program.

Language: Jupyter Notebook - Size: 41.8 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

Emmanuel-R8/Time_Series_Transformers

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

Language: Python - Size: 22.6 MB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 27 - Forks: 8

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

Language: Jupyter Notebook - Size: 1.58 MB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 4 - Forks: 1

yijunwang0805/covid-19

COVID-19 infectious forecasting using SEIR model and R0 estimation

Language: Jupyter Notebook - Size: 619 KB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 67 - Forks: 19

Zero-coder/FECAM

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

Language: Jupyter Notebook - Size: 3.87 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 41 - Forks: 16

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.

Language: Jupyter Notebook - Size: 8.8 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 780 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 8 - Forks: 2

ExcViral/adaptive-forex-forecast

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

Language: Python - Size: 68.4 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 28 - Forks: 20

ozogxyz/cmapss

Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.

Language: Python - Size: 3.62 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 5 - Forks: 1

zecellomaster/the-projection-room

An amateur forecast modeling website that predicts elections, sports, and more.

Language: MATLAB - Size: 1.52 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

trunghieu-tran/Sentiment-Analysis-facebook-comments

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

Language: Jupyter Notebook - Size: 7.12 MB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 70 - Forks: 43

jajokine/Time-Series-Modeling

MITx - MicroMasters Program on Statistics and Data Science - Data Analysis: Statistical Modeling and Computation in Applications - Fourth Project

Language: Jupyter Notebook - Size: 792 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 7

BrunoMesquitaa/forecast_salary

The Forecast Brazilian Salary API is a powerful tool that allows users to predict salaries based on various factors and parameters.

Language: Python - Size: 1.02 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

paul-lindquist/cryptocurrency_time_series Fork of tjbray20/Cryptocurrency_Time_Series

Built 6 time series models to forecast Bitcoin prices using data from the past 5 years

Size: 211 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

alamgirakash2000/electric-load-consumption-forcasting

A machine learning model was developed to predict the hourly electrical load demand for a country using weather data from five major cities. The model was trained on historical data and evaluated using a holdout set. The web application was developed to take weather data as input and predict the load using the model.

Language: Jupyter Notebook - Size: 12.7 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

sn2606/Global-Temperature-Time-Series

Time series analysis is performed on the Berkeley Earth Surface Temperature dataset.

Language: Jupyter Notebook - Size: 11 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 1 - Forks: 2

lofilippini/energy-consumption-forecasting

This notebook was created for a class project in Energy Planning, taken during my graduation in energy engineering. The idea behind it is to forecast the hourly energy consumption for a week of the south-eastern region subsystem, based on the ONS division.

Language: Jupyter Notebook - Size: 2.37 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

ernestocl/Proyecto-ML-Mejora-Prediccion-Ventas-y-Stocks-Empresa-DsMarket

Proyecto de Machine Learning para propuestas de mejoras, clusterización de productos y forecast de ventas y de stocks de la empresa del sector retail

Language: Jupyter Notebook - Size: 2.41 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

Overlrd/titanic-prediction-api

APi for Titanic - Machine Learning from Disaster

Language: Python - Size: 463 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

saritmaitra/Historical-price-index

Predictive Analytics

Language: Jupyter Notebook - Size: 4.59 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 7 - Forks: 3

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

Language: HTML - Size: 18.7 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

ildeniz/ML-2022-003-Forecasting_Store_Sales_Through_Time_Series_Analysis

Repo for the Rossmann store sales prediction project via time series analysis.

Language: Jupyter Notebook - Size: 78.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 58.6 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 4 - Forks: 1

alirezashadmani/I-RNSGA3

Improvement on multi-objective optimization algorithms with respect to seq2seq with attention model

Language: Python - Size: 14.6 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Rexpert/ForecastBrazilFire 📦

This repository stored all resources to deploy our Forecasting subject's academic paper.

Language: Jupyter Notebook - Size: 135 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

kevinmf1/forecasting-regresi-linear

Forecasting using simple linear regression method, case study forecasting the number of visitors to a mall. Demo: https://kevinmalikfajar.alwaysdata.net/forecasting-regresi-linear-sederhana/

Language: PHP - Size: 124 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Mooon/learning_microstructure_evolution

Prediction of material microstructure evolution via convolutional LSTM neural networks. Implementation in pytorch.

Language: Python - Size: 1.02 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

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.

Language: MATLAB - Size: 61.5 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 2

vmieres/Predicting-Currency-Movements

This repo is about forecasting the Yen movements in order to know whether to be long or short.

Language: Jupyter Notebook - Size: 1.05 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

mirkousuelli/RNN-Time-Series-Forecasting

Artificial Neural Network and Deep Learning course competition 2021/2022 - Politecnico di Milano.

Language: Jupyter Notebook - Size: 2.7 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 2 - Forks: 2

gabriel-jesus15/series-temporais-markov-switch

Projeto final da disciplina de séries temporais

Language: R - Size: 2.93 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

Hiteshhegde/dash-stock-app

Stock Analysis dashboard app using Dash plotly.

Language: Jupyter Notebook - Size: 1.48 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

station-demand-forecasting-tool/sdft

R package for the Station Demand Forecasting Tool

Language: R - Size: 992 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

SayaliPatkar/timeseries_forecast_project

Regression models mapping m inputs to n outputs. I have tried to make this code as configurable as possible by using .yaml configurations. Please read the config comments and set appropriate config variables to successfully run the application. Also, documentation is generated using Sphinx 1.8.0 and can be read at 'docs_build\html\index.html' in the parent directory

Language: Python - Size: 5.86 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

cpatrickalves/bssf-sim

This project implements the long-term Social Security forecast model used by Brazilian Federal Government to estimates the revenues and expenses of National Pensions. The purpose of this implementation is to reproduce the forecasts of revenue and expenses presented in Table 5.2 of the Budget Guidelines Law (LDO) of 2012.

Language: Matlab - Size: 108 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

Ruturaj4/world_wide_products_inc

Shipping and delivering to a place near you

Language: Jupyter Notebook - Size: 833 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0