prophet

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

python machine-learning natural-language-processing computer-vision deep-learning jupyter notebook clustering tensorflow scikit-learn keras jupyter-notebook pandas spacy nltk classification convolutional-neural-networks prophet statsmodels time-series-analysis

UpdatedMar 31, 2024
Jupyter Notebook

mikebryant /ac-nh-turnip-prices

Sponsor

Star1.5k

Price calculator/predictor for Turnip prices

calculator animal-crossing prophet prophecy predictor turnips price-calculator new-horizons animal-crossing-new-horizons turnip-prices

UpdatedNov 24, 2022
JavaScript

AutoViML /Auto_TS

Star748

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

UpdatedAug 20, 2024
Jupyter Notebook

business-science /modeltime

Star551

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

UpdatedOct 22, 2024
R

artefactory /streamlit_prophet

Star342

Streamlit app to train, evaluate and optimize a Prophet forecasting model.

python machine-learning time-series forecasting prophet forecasting-models fbprophet streamlit streamlit-webapp

UpdatedMay 6, 2024
Python

moyuweiqing /A-stock-prediction-algorithm-based-on-machine-learning

Star309

（陆续更新）重新整理过的基于机器学习的股票价格预测算法，里面包含了基本的回测系统以及各种不同的机器学习算法的股票价格预测，包含：LSTM算法、Prophet算法、AutoARIMA、朴素贝叶斯、SVM、随机森林等

python svm sklearn prophet tushare gaussiannb

UpdatedMar 30, 2023
HTML

DataCanvasIO /HyperTS

Star273

A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.

time-series tensorflow regression forecasting hyperparameter-optimization classification multivariate prophet automl anomaly-detection neural-architecture-search covariates meta-features iforest autodl lstnet autots nbeats inceptiontime

UpdatedJul 1, 2024
Python

aws-samples /amazon-sagemaker-local-mode

Star253

Amazon SageMaker Local Mode Examples

machine-learning tensorflow scikit-learn pytorch lightgbm pycharm dask prophet tensorflow-training gensim-word2vec catboost sagemaker amazon-sagemaker huggingface prophet-model delta-lake pytorch-training sagemaker-processing huggingface-transformers hdbscan-clustering-algorithm

UpdatedFeb 11, 2025
Python

alimohammadiamirhossein /CryptoPredictions

Star182

CryptoCurrency prediction using machine learning and deep learning

bitcoin random-forest orbit trading-bot cryptocurrency lstm gru xgboost technical-analysis arima prophet trading-systems sarimax bitcoin-price-prediction cryptocurrency-prediction

UpdatedJun 25, 2023
Python

FilippoMB /python-time-series-handbook

Star125

Book and material for the course "Time series analysis with Python" (STA-2003)

course signal-processing recurrent-neural-networks quantitative-finance reservoir-computing arima chaos-theory prophet kalman-filter time-series-analysis fourier-transform time-series-clustering moving-average time-series-classification exponential-smoothing time-series-forecasting stationarity non-linear-dynamics multivariate-time-series unit-root-test

UpdatedMar 15, 2025
Jupyter Notebook

OmaymaS /Prophet_Explore

Star44

Shiny App that offers an interactive interface to explore the main functions of the [prophet Package](https://cran.r-project.org/package=prophet)

r time-series shiny forecast prophet

UpdatedJun 28, 2018
R

felipeangelimvieira /prophetverse

Star43

A multiverse of Prophet models for timeseries

prophet timeseries-forecasting numpyro sktime hierarchical-time-series

UpdatedMar 17, 2025
Python

Robbepop /prophet

Star42

A simple neural net implementation.

rust learning deep-learning network prophet neural

UpdatedJul 31, 2019
Rust

JiaxiangBU /phv

Star41

光伏短期功率预测大赛代码

xgboost pca arima prophet nmf trelliscopejs

UpdatedFeb 5, 2023
R

bits-bytes-nn /mofc-demand-forecast

Star40

Time Series Forecasting for the M5 Competition

lightgbm hyperopt prophet demand-forecasting altair time-series-analysis vector-autoregression kats deepar tsfresh gluonts

UpdatedOct 29, 2021
Jupyter Notebook

kennedyCzar /FORECASTING-1.0

Star38

Predictive algorithm for forecasting the mexican stock exchange. Machine Learning approach to forecast price and Indicator behaviours of MACD, Bollinger and SuperTrend strategy