Projects in Awesome Lists tagged with forecasting-models
A curated list of projects in awesome lists tagged with forecasting-models .
https://github.com/alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
deep-learning deep-neural-networks demand-forecasting forecasting-competitions forecasting-models lstm lstm-neural-networks prediction python3 pytorch recurrent-neural-networks sales-forecasting series-analysis series-classification series-forecasting tensorflow time-series time-series-classification time-series-forecasting time-series-prediction
Last synced: 15 May 2025
https://github.com/Alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
deep-learning deep-neural-networks demand-forecasting forecasting-competitions forecasting-models lstm lstm-neural-networks prediction python3 pytorch recurrent-neural-networks sales-forecasting series-analysis series-classification series-forecasting tensorflow time-series time-series-classification time-series-forecasting time-series-prediction
Last synced: 26 Mar 2025
https://github.com/tgsmith61591/pmdarima
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
arima econometrics forecasting forecasting-models machine-learning pmdarima python sarimax time-series
Last synced: 02 Jul 2025
https://github.com/alkaline-ml/pmdarima
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
arima econometrics forecasting forecasting-models machine-learning pmdarima python sarimax time-series
Last synced: 14 May 2025
https://business-science.github.io/timetk/
Time series analysis in the `tidyverse`
coercion coercion-functions data-mining dplyr forecast forecasting forecasting-models machine-learning r-package series-decomposition series-signature tibble tidy tidyquant tidyverse time time-series timeseries
Last synced: 23 Jul 2025
https://github.com/business-science/timetk
Time series analysis in the `tidyverse`
coercion coercion-functions data-mining dplyr forecast forecasting forecasting-models machine-learning r-package series-decomposition series-signature tibble tidy tidyquant tidyverse time time-series timeseries
Last synced: 15 May 2025
https://github.com/firmai/atspy
AtsPy: Automated Time Series Models in Python (by @firmai)
automated finance forecasting forecasting-models python time-series time-series-analysis
Last synced: 06 May 2025
https://github.com/artefactory/streamlit_prophet
Streamlit app to train, evaluate and optimize a Prophet forecasting model.
fbprophet forecasting forecasting-models machine-learning prophet python streamlit streamlit-webapp time-series
Last synced: 04 Apr 2025
https://pyfts.github.io/pyFTS/
An open source library for Fuzzy Time Series in Python
data-science econometrics forecasting forecasting-models fts fuzzy-rules fuzzy-sets fuzzy-sets-syst fuzzy-systems fuzzy-time-series interval probabilistic-forecasting python series series-models time-series time-series-analysis time-series-forecasting
Last synced: 01 Apr 2025
https://github.com/PYFTS/pyFTS
An open source library for Fuzzy Time Series in Python
data-science econometrics forecasting forecasting-models fts fuzzy-rules fuzzy-sets fuzzy-sets-syst fuzzy-systems fuzzy-time-series interval probabilistic-forecasting python series series-models time-series time-series-analysis time-series-forecasting
Last synced: 04 Apr 2025
https://github.com/openclimatefix/graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
forecasting-models graph-neural-networks pytorch weather
Last synced: 02 Jan 2026
https://github.com/GIS4WRF/gis4wrf
QGIS toolkit 🧰 for pre- and post-processing 🔨, visualizing 🔍, and running simulations 💻 in the Weather Research and Forecasting (WRF) model 🌀
academia air-quality atmospheric-modelling atmospheric-science forecasting-models gis grib meteorology netcdf nwp plotting python qgis-plugin scientific-computations scientific-computing simulation urban-planning weather wps wrf
Last synced: 20 Jul 2025
https://github.com/business-science/sweep
Extending broom for time series forecasting
broom forecast forecasting-models prediction r-package tidy tidyverse time time-series timeseries
Last synced: 05 Apr 2025
https://github.com/DC-research/TEMPO
The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of the very first open source Time Series Foundation Models for forecasting task v1.0 version.
forecasting forecasting-models forecasting-time-series foundation-models gpt pretrained-language-model pretrained-models time-series time-series-analysis transformer transformers transformers-models
Last synced: 26 Apr 2026
https://github.com/ajayarunachalam/deep_xf
Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
auto-ml auto-timeseries deep-learning deep-neural-networks ecg-signal explainable-ml forecasting forecasting-models interpretable-ai machine-learning multivariate nowcasting-models python sensors siamese-neural-network time-series time-series-analysis timeseries
Last synced: 31 Aug 2025
https://github.com/keblu/msgarch
MSGARCH R Package
arch econometrics egarch finance forecasting forecasting-models garch gjr-garch r risk tgarch time-series variance volatility
Last synced: 08 Apr 2025
https://github.com/hawkular/hawkular-datamining
Real-time time series prediction library with standalone server
exponential-smoothing forecasting forecasting-models time-series-analysis time-series-forecast timeseries
Last synced: 11 Apr 2025
https://github.com/asael697/bayesforecast
Automatic forecasting and Bayesian modeling for time series with Stan
bayesian-inference forecasting-models mcmc stan time-series-analysis
Last synced: 22 Jun 2025
https://github.com/jstriaukas/midasmlpy
Python implementation of the midasml approach
forecasting-models machine-learning midas-regression mixed-frequency-data nowcasting-models sparse-group-lasso time-series
Last synced: 16 Jan 2026
https://github.com/asavinov/lambdo
Feature engineering and machine learning: together at last!
data-analysis data-mining data-science feature-engineering forecasting forecasting-models machine-learning time-series
Last synced: 27 Mar 2025
https://github.com/akai01/caretforecast
Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms
caret conformal-prediction data-science econometrics forecast forecasting forecasting-models machine-learning macroeconometrics microeconometrics r time-series time-series-forcasting time-series-prediction
Last synced: 07 Apr 2025
https://github.com/Akai01/caretForecast
Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms
caret conformal-prediction data-science econometrics forecast forecasting forecasting-models machine-learning macroeconometrics microeconometrics r time-series time-series-forcasting time-series-prediction
Last synced: 11 May 2025
https://github.com/jinit24/ARIMA-Model
ARIMA model from scratch using numpy and pandas.
arima arima-forecasting arima-model arma arma-model autoregression autoregressive-moving-average forecasting forecasting-models python
Last synced: 26 Mar 2025
https://github.com/leehyeonbeen/timeseriesseq2seq
For sequence-to-sequence beginners. PyTorch-implemented 1DCNN, LSTM, Attention, and Transformers.
attention-mechanism cnn-rnn forecasting forecasting-models pytorch rnn seq2seq seq2seq-attn temporal-fusion-transformer time-series time-series-forecasting transformer transformer-architecture
Last synced: 16 Aug 2025
https://github.com/Yuanchao-Xu/hyfo
Hydrology and Climate Forecasting R package
climate climate-forecasting cran forecasting-models hydrology maps netcdf4
Last synced: 20 Jul 2025
https://github.com/katanaml/covid19
COVID-19 Growth Forecast
covid-19 forecasting-models prophet-model python
Last synced: 04 May 2025
https://github.com/tahmid-saj/fin-predict
Finance prediction app to view historical and current market data, weekly predictions on BTC / stocks / forex, and get support from AI driven services. Developed with Spring Boot, Maven, Thymeleaf, Django, AWS, GCP, Docker, MySQL.
aws bitcoin bootstrap django forecasting-models gcp java maven ml mysql spring-boot thymeleaf
Last synced: 18 Mar 2026
https://github.com/erdc/spt_compute
Runs streamflow forecasts using ECMWF predicted runoff and RAPID (Forked from: https://github.com/CI-WATER/erfp_data_process_ubuntu_aws).
ecmwf forecast-climate forecasting forecasting-models hydraulics hydrology rapid
Last synced: 27 Dec 2025
https://github.com/shub-garg/global-temperature-prediction-and-analysis-using-arima-sarimax-and-neural-network
This project aims to investigate temperature changes over time and predict future temperature patterns on a regional and global scale. We employ time series forecasting methods, including neural networks, ARIMA, and SARIMAX, using the GISTEMP v4 dataset from NA
arima-forecasting climate-change forecasting-models global-temperature nasa-data neural-network sarimax time-series-analysis
Last synced: 15 Jul 2025
https://github.com/ec-jrc/lisflood-model
Lisflood OS (Model Documentation)
copernicus cordex efas environmental-modelling flood forecasting forecasting-models glofas
Last synced: 16 Jan 2026
https://github.com/spsanderson/healthyverse_tsa
A Time Series Analysis of the healthyverse R pacakges
ai data-analysis data-analytics data-science forecast-on-demand forecasting forecasting-models ml r time-series time-series-analysis
Last synced: 07 Apr 2025
https://github.com/shridhar1504/sales-forecasting-datascience-project
Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.
data-analytics data-cleaning data-science data-testing data-visualization forecasting-models machin model-evaluation model-fitting prediction predictive-modeling python3 regression-algorithms salesforecast sklearn-library supervised-learning
Last synced: 30 Oct 2025
https://github.com/javaidiqbal11/time-series-forecasting-using-arima-sarima
This repo for time series forecasting using ARIMA and SARIMA models with Python 3.x
arima-model data-science forecasting-models python3 sarima-model time-series
Last synced: 08 Sep 2025
https://github.com/neemiasbsilva/lstm-pollution-china
Using long short term memory networks to analysis the pollution of Beijing, China.
china china-region deep-learning forecast forecasting-models long-short-term-memory lstm-neural-networks machine-learning machine-learning-algorithm model pandas-dataframe pollution-prediction supervised-learning-algorithms
Last synced: 13 Jun 2026
https://github.com/cbg-ethz/covvfit
Fitness estimates of SARS-CoV-2 variants
epidemiology fitness-landscape forecasting-models sars-cov-2 statistical-modeling virology wastewater-based-epidemiology wastewater-surveillance
Last synced: 21 Aug 2025
https://github.com/thecoderpinar/reta
🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!
arima clean-energy data-analysis data-science data-visualization energy-future forecasting-models innovation renewable-energy sustainability time-series
Last synced: 03 Apr 2025
https://github.com/dr-saad-la/timeseries-hub
🚀 Comprehensive collection of time series forecasting models: from classical ARIMA to state-of-the-art deep learning. Ready-to-use implementations with benchmarks and tutorials.
ai arch arima data-science forecasting-models machine-learning neuralpr proph time-series
Last synced: 23 Jul 2025
https://github.com/moindalvs/co2_emission_forecasting
P-140 Air Quality forecasting(CO2 emissions) Business Objective: To forecast Co2 levels for an organization so that the organization can follow government norms with respect to Co2 emission levels. Data Set Details: Time parameter and levels of Co2 emission
arima-forecasting cyclic deployment exponential-smoothing forecasting-models holt-winters-forecasting holts-winter lstm-neural-networks moving-average pickle rnn-model sarima-model time-series time-series-analysis
Last synced: 22 Apr 2026
https://github.com/codebypinar/reta
🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!
arima clean-energy data-analysis data-science data-visualization energy-future forecasting-models innovation renewable-energy sustainability time-series
Last synced: 12 Oct 2025
https://github.com/sevilaymuni/multivariate-timeseries-forecast-lstm-apple-google-stocks
Complete guide to create robust LSTM models for forecasting stock price
deep-learning forecasting-models gridsearchcv keras lstm-neural-networks machine-learning rnn-lstm sklearn-metrics stock-market tensorflow visualization
Last synced: 28 Jan 2026
https://github.com/tahmid-saj/fin-predict-ts
Finance prediction app to view historical and current market data, weekly predictions on BTC / stocks / forex, and get support from AI driven services. Developed with TypeScript, React, Django, AWS, GCP, Docker, MySQL.
aws django docker forecasting-models gcp mysql react typescript
Last synced: 13 Feb 2026
https://github.com/homaei/digitaltwin-water-ml
The DigitalTwin-Water-ML repository uses AI/ML to forecast water consumption and detect leakages using data from digital twins of villages. It employs LSTM and Prophet models for time-series forecasting, processing both historical and real-time data.
digitaltwins forecasting-models lstm-neural-networks machine-learning-algorithms prophet-model timeseries-forecasting water
Last synced: 03 Mar 2026
https://github.com/avinash793/adversarial-attacks-on-load-forecasting-model
Studied the impact of adversarial attacks on RNN Based load forecasting model.
adversarial-attacks adversarial-examples adversarial-learning adversarial-machine-learning deep-learning forecasting forecasting-models keras load-forecasting python3 rnn rnn-lstm security
Last synced: 19 Apr 2026
https://github.com/mqandil/mlbDataMaster
Predicts future performance of MLB players based on past performance
baseball fantasy-baseball forecasting-models
Last synced: 29 Jul 2025
https://github.com/aariq/efi-2022-phenocam
Phenocam forecasting challenge done as part of the NEFI short course in 2020 https://ecoforecast.org/nefi2022/
bayesian-models ecological-modelling forecasting forecasting-models
Last synced: 04 Apr 2025
https://github.com/gfads/comparative-analysis-microservices-prediction
This study compares popular Machine Learning (ML), Deep Learning (DP), and statistical algorithms for forecasting microservice time series.
auto-arima deep-learning forecasting-models machine-learning neural-computing pytorch sklearn time-series time-series-forecasting time-series-prediction
Last synced: 11 Mar 2026
https://github.com/sotoblanco/covid-19-spread
We fit several prediction curves for COVID-19 spread
covid-19 forecasting-models machine-learning-algorithms normal-distribution r
Last synced: 27 Feb 2025
https://github.com/jszitas/soothsayer
Automatic Time Series Forecasting and Ensembling via Meta-learning
forecasting forecasting-models machine-learning meta-learning model-selection r time-series
Last synced: 17 Oct 2025
https://github.com/marcus-24/tensorflow_v_pytorch
This repository is a quick project to transfer my TensorFlow framework knowledge to Pytorch
computer-vision forecasting-models python pytorch sentiment-analysis tensorflow
Last synced: 17 Jul 2025
https://github.com/soham-shee/loadlens
A Load Forecasting Prediction System with Frontend
forecasting-models forecasting-time-series gru gru-model load-forecasting
Last synced: 12 Apr 2025
https://github.com/soufianboukir/ecom-analytics-platform
End-to-end data science project on an Amazon sales dataset, including data preprocessing, analysis, modeling, and a Streamlit dashboard for insights and decision-making.
data-analysis data-science data-visualization data-visualization-dashboard forecasting-models timeseries
Last synced: 14 Jun 2026
https://github.com/stevenrice99/llm-forecast
A Novel Hybridized Forecasting Technique Utilizing ARIMA and Large Language Models
arima arima-forecasting arima-model arima-modeling forecast forecasting forecasting-model forecasting-models large-language-model large-language-models llama llama3-1 llm prediction-model predictive-analytics predictive-modeling prompt-engineering python python3 statsmodels
Last synced: 22 Apr 2026
https://github.com/ankur-tutlani/arimax-forecasting
A repository for forecasting continuous scale features using ARIMAX models, including model training and evaluation scripts.
arima-forecasting arimax forecasting forecasting-models time-series-analysis time-series-forecasting
Last synced: 10 Jul 2025
https://github.com/wahidpanda/apple-company-stock_market_prediction-forecasting-ml
Apple stock market prediction and Forecasting for next 30 days with LSTM
buisness-intelligence data-science dataanalysis forecasting-models lstm-neural-networks machine-learning-algorithms machinelearningprojects prediction stock-market stock-prediction stock-price-prediction
Last synced: 14 Jul 2025
https://github.com/rileynwong/forecasting-coffee-prices
Predict coffee prices in Kenya
data data-analysis data-scraping data-visualization forecasting forecasting-models forecasting-prices jupyter-notebook prophet prophet-model
Last synced: 20 Jun 2026
https://github.com/ruoheng-du/electricity-consumption-forecast
Time Series Forecasting of Electricity Consumption | Spring 2025
Last synced: 07 Oct 2025
https://github.com/balajimohan18/sales-forecasting-datascience-project
Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.
data-analytics data-science data-testing data-visualization forecasting forecasting-models machine-learning model-evaluation predictive-modeling python regression-algorithms salesforecast scipy sklearn-library supervised-learning
Last synced: 04 May 2026
https://github.com/avinash793/time-series-analysis-examples
Detailed implementation of various time series analysis models and concepts on real datasets.
acf ar-model arima-model arma-model dickey-fuller-test forecasting-models garch-models hidden-markov-models model-diagnostics model-selection-and-evaluation pacf q-q-plot random-walk residuals time-series-analysis time-series-decomposition time-series-forecasting var-model volatility-modeling white-noise
Last synced: 15 May 2025
https://github.com/sagarbapodara/walmart-sales-forecasting
Sales Analysis and Forecasting of Walmart Inc using Data of more than 40 stores over a period of 3 years.
analysis dashboard exploratory-data-analysis forecasting-models machine-learning python retail retailsales
Last synced: 10 May 2026
https://github.com/grlyntng/rpims
Django Code and documentation for the Retail Pharmacy Inventory Management System (best final year project award)
data-analysis django erp forecasting-models lstm-neural-networks reporting
Last synced: 26 May 2026
https://github.com/dancsalo/nba-analytics
Answers to the questions we've all been wondering.
discrete-mathematics forecasting-models monte-carlo nba nba-analytics nba-stats nba-visualization
Last synced: 19 Apr 2026
https://github.com/bappy756/glenn-explore
A 3D multiplayer driving game - Built with Mapbox, Three.js, and .NET SignalR -Just pure vibes and endless roads to discover
bayesian-models expert-advisors forecasting forecasting-models python
Last synced: 14 May 2026
https://github.com/tzoral/enershare-ai4ef
AI4EF (AI for energy efficiency) is a machine learning based software that assists the renovation procedure of buildings alongside the installation of solar panels.
dagster docker fastapi forecasting-models python
Last synced: 02 May 2026
https://github.com/samuelsoaress/predict-future-sales
Machine Learning applied to sales forecast
data-analysis data-mining data-science data-visualization forecasting-models
Last synced: 24 Jul 2025
https://github.com/nataliabeltranarg/timeseriesforecasting-glovoorders
Implemented time series forecasting to predict future orders for Glovo, utilizing models such as ARIMA/SARIMA, LASSO, XGBoost, and Linear Regression.
arima-forecasting cycles forecasting-models forecasting-time-series lasso-regression linearregression outlier-detection sarima-model seasonality-analysis time-series-analysis trends-analysis xboost
Last synced: 16 Mar 2025
https://github.com/hermann-web/demand-forecasting-with-python
How to make forecast with python ? I develop a software that allows to : - Make commercial forecasts from a history - Compare several forecasting methods - Display the results (forecasts and comparison)
arima arima-forecasting arima-model demand-forecasting exponential-smoothing forecast forecasting-methods forecasting-models lstm machine-learning python statsmodels time-series
Last synced: 23 Jun 2026
https://github.com/halemogpa/minimum-daily-temperature-time-series-data-analysis-with-ar-and-arma-models
Time Series Data analysis with AR and ARMA models
autoregressive autoregressive-moving-average data-science data-visualization forecasting-models time-series time-series-analysis
Last synced: 08 Apr 2026
https://github.com/jman4162/deep-time-series-forecasting
Comprehensive guide to time series forecasting using deep learning techniques, with practical examples and tutorials.
art chronos data-science deep-learning forecasting forecasting-models gluonts gluonts-deep-learning machine- machine-learning-algorithms neural-networks patch-tst pytorch time-series time-series-forecasting time-series-prediction transformer-models transformers
Last synced: 15 May 2026
https://github.com/elbowz/ml-time-series-prediction
Machine Learning: Time series prediction and strategies on stock markets
forecasting-models keras-tensorflow
Last synced: 18 Aug 2025
https://github.com/deliprofesor/game-search-volume-prediction-machine-learning-models-and-forecasting
This repository uses machine learning models like Random Forest, XGBoost, LightGBM, and time-series forecasting with Prophet to predict game search volumes. Additionally, Grid Search is applied for hyperparameter tuning of the LightGBM model.
data-cleaning data-science data-visualization feature-selection forecasting-models game-search grid-search hyperparameter-tuning lightgbm machine-learning pandas prophet python random-forest scikit-learn time-series-analysis time-series-forecasting xgboost
Last synced: 18 Apr 2026
https://github.com/ritzvanille/hengillseismicityforecastingmodels
Repository of numerical models for pseudo-forecasting of induced and natural seismicity in the Hengill geothermal field. Developed in the framework of the COSEISMIQ project http://www.coseismiq.ethz.ch/en/home/ by Antonio P. Rinaldi, Shyam Nandan and Vanille A. Ritz
forecasting-models geothermal iceland numerical-modelling seismicity
Last synced: 11 Mar 2026
https://github.com/nour-zayed/time-series-forcasting-ml-dl-
End-to-end time series forecasting using both Machine Learning and Deep Learning models. Includes data preprocessing, EDA, feature scaling, and performance evaluation on real-world datasets.
deep-learning forecasting-models lstm machine-learning minmaxscaler prophet prophet-facebook sequential-model time-series-forecasting
Last synced: 20 Jul 2025
https://github.com/arturo2r/dashboard
Dashboard of New House Index Pricing
colombia dashboard data-analysis forecasting forecasting-models forecasting-time-series prices r
Last synced: 25 Mar 2025
https://github.com/tuni56/demand-forecasting-system
Build predictive analytics solution for inventory management.
aws-cloudwatch aws-dynamodb aws-lambda demand-forecasting forecasting-models prophet-model python
Last synced: 26 Mar 2025
