15 results found Sort:

Nixtla
statsforecast Nixtla
285
4.0k
apache-2.0
41
Lightning ⚡️ fast forecasting with statistical and econometric models.
ets mstl arima naive theta automl python prophet baselines fbprophet statistics forecasting predictions time-series data-science econometrics neuralprophet seasonal-naive machine-learning exponential-smoothing
Created 2021-11-24
1,340 commits to main branch, last one 18 hours ago
ourownstory
neural_prophet ourownstory
480
3.9k
mit
57
NeuralProphet: A simple forecasting package
trend neural python prophet pytorch forecast fbprophet prediction timeseries forecasting seasonality time-series deep-learning neuralprophet autoregression neural-network machine-learning forecasting-model forecasting-algorithm artificial-intelligence
Created 2020-05-04
1,464 commits to main branch, last one 2 months ago
dipanjanS
practical-machine-learning-with-python dipanjanS
1.6k
2.3k
apache-2.0
160
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.
nltk keras spacy pandas python jupyter prophet notebook clustering tensorflow statsmodels scikit-learn deep-learning classification computer-vision jupyter-notebook machine-learning time-series-analysis natural-language-processing convolutional-neural-networks
Created 2017-07-29
137 commits to master branch, last one 7 months ago
mikebryant
ac-nh-turnip-prices mikebryant
244
1.5k
apache-2.0
27
Price calculator/predictor for Turnip prices
prophet turnips prophecy predictor calculator new-horizons turnip-prices animal-crossing price-calculator animal-crossing-new-horizons
Created 2020-03-31
469 commits to master branch, last one 3 years ago
AutoViML
Auto_TS AutoViML
115
736
apache-2.0
19
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.
tpot arima automl python prophet python3 sklearn autokeras auto-arima autosklearn time-series auto-sklearn auto-timeseries time-series-analysis
Created 2020-02-15
300 commits to master branch, last one 6 months ago
business-science
modeltime business-science
84
539
other
30
Modeltime unlocks time series forecast models and machine learning in one framework
ets time arima tbats prophet modeltime r-package tidymodels timeseries forecasting time-series data-science tidymodeling deep-learning machine-learning time-series-analysis timeseries-forecasting machine-learning-algorithms
Created 2020-04-17
798 commits to master branch, last one 29 days ago
artefactory
streamlit_prophet artefactory
234
321
mit
5
Streamlit app to train, evaluate and optimize a Prophet forecasting model.
python prophet fbprophet streamlit forecasting time-series machine-learning streamlit-webapp forecasting-models
Created 2021-04-14
269 commits to main branch, last one 6 months ago
moyuweiqing
A-stock-prediction-algorithm-based-on-machine-learning moyuweiqing
53
270
unknown
9
（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
svm python prophet sklearn tushare gaussiannb
Created 2020-03-10
67 commits to master branch, last one about a year ago
DataCanvasIO
HyperTS DataCanvasIO
28
266
apache-2.0
11
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
autodl automl autots lstnet nbeats iforest prophet covariates regression tensorflow forecasting time-series multivariate inceptiontime meta-features classification anomaly-detection neural-architecture-search hyperparameter-optimization
Created 2021-11-15
621 commits to main branch, last one 4 months ago
aws-samples
amazon-sagemaker-local-mode aws-samples
61
248
mit-0
9
Amazon SageMaker Local Mode Examples
dask prophet pycharm pytorch catboost lightgbm sagemaker delta-lake tensorflow huggingface scikit-learn prophet-model gensim-word2vec amazon-sagemaker machine-learning pytorch-training tensorflow-training sagemaker-processing huggingface-transformers hdbscan-clustering-algorithm
Created 2020-11-05
382 commits to main branch, last one 3 months ago
alimohammadiamirhossein
CryptoPredictions alimohammadiamirhossein
37
152
unknown
6
CryptoCurrency prediction using machine learning and deep learning
gru lstm arima orbit bitcoin prophet sarimax xgboost trading-bot random-forest cryptocurrency trading-systems technical-analysis bitcoin-price-prediction cryptocurrency-prediction
Created 2023-02-04
101 commits to main branch, last one about a year ago
FilippoMB
python-time-series-handbook FilippoMB
17
105
mit
4
Material for the course "Time series analysis with Python"
arima course prophet chaos-theory stationarity kalman-filter moving-average unit-root-test fourier-transform signal-processing non-linear-dynamics reservoir-computing quantitative-finance time-series-analysis exponential-smoothing time-series-clustering time-series-forecasting multivariate-time-series recurrent-neural-networks time-series-classification
Created 2024-04-11
55 commits to main branch, last one about a month ago
aldente0630
mofc-demand-forecast aldente0630
11
41
unknown
2
Time Series Forecasting for the M5 Competition
kats altair deepar gluonts prophet tsfresh hyperopt lightgbm demand-forecasting time-series-analysis vector-autoregression
Created 2021-08-04
33 commits to main branch, last one 3 years ago
cobanov
time-series-analysis-prophet-youtube cobanov
11
35
unknown
3
Time Series Analysis project with Prophet.
python prophet time-series data-science data-analysis machine-learning
Created 2021-10-31
5 commits to main branch, last one 2 years ago
felipeangelimvieira
prophetverse felipeangelimvieira
3
32
apache-2.0
2
A multiverse of Prophet models for timeseries
sktime numpyro prophet timeseries-forecasting hierarchical-time-series
Created 2024-03-24
341 commits to main branch, last one 2 months ago