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Nixtla / statsforecast

Star

Lightning ⚡️ fast forecasting with statistical and econometric models.

Updated Apr 26, 2024
Python

uber / orbit

Star

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Updated Apr 1, 2024
Python

alkaline-ml / pmdarima

Star

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

python machine-learning time-series econometrics forecasting arima forecasting-models sarimax pmdarima

Updated Feb 23, 2024
Python

JoaquinAmatRodrigo / skforecast

Sponsor

Star

Time series forecasting with scikit-learn models

python data-science machine-learning time-series scikit-learn xgboost forecasting lightgbm arima sarimax probabilistic-forecasting direct-forecasting exogenous-predictors multi-series-forecasting multi-step-forecasting backtesting-forecasters quantile-forecasting multiple-time-series-forecasting weighted-time-series-forecasting autoregressive-forecasting

Updated Apr 25, 2024
Python

AutoViML / Auto_TS

Star

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

python time-series sklearn python3 arima prophet automl tpot time-series-analysis auto-sklearn autosklearn autokeras auto-arima auto-timeseries

Updated Jan 28, 2024
Jupyter Notebook

kaushikjadhav01 / Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis

Star

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIM…

python wordpress flask machine-learning twitter sentiment-analysis tensorflow linear-regression keras lstm stock-market stock-price-prediction tweepy arima alphavantage yfinance

Updated Feb 19, 2024
Python

business-science / modeltime

Star

Modeltime unlocks time series forecast models and machine learning in one framework

data-science machine-learning time timeseries deep-learning time-series machine-learning-algorithms forecasting r-package arima prophet ets time-series-analysis timeseries-forecasting tidymodeling tidymodels tbats modeltime

Updated Jan 4, 2024
R

pyaf / load_forecasting

Star

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

machine-learning ses lstm gru rnn arima wma sma time-series-forecasting electric-load-forecasting

Updated Dec 8, 2022
Jupyter Notebook

advaitsave / Introduction-to-Time-Series-forecasting-Python

Star

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

python time-series arma forecasting preprocessing arima dickey-fuller seasonality time-series-forecasting stationarity sarima forecast-evaluation prophet-model series-forecasting-python series-preprocessing

Updated Dec 11, 2018
Jupyter Notebook

gmonaci / ARIMA

Star

Simple python example on how to use ARIMA models to analyze and predict time series.

python arima time-series-analysis arima-model arima-forecasting

Updated Mar 14, 2023
Jupyter Notebook

DataForScience / Timeseries

Star

Timeseries for everyone

data-science tutorial timeseries forecasting arima arima-model arima-forecasting

Updated Jul 6, 2023
Jupyter Notebook

billchen198318 / bamboobsc

Star

next version move to https://github.com/billchen198318/hillfog, bambooBSC is an opensource Balanced Scorecard (BSC) Business Intelligence (BI) Web platform. BSC's Vision, Perspectives, Objectives of strategy, Key Performance Indicators (KPIs), Strategy Map, and SWOT, PDCA & PDCA report, Time Series Analysis.