6 results found Sort:

sktime
sktime sktime
1.4k
8.0k
bsd-3-clause
108
A unified framework for machine learning with time series
ai sktime data-mining forecasting time-series data-science scikit-learn hacktoberfest machine-learning anomaly-detection time-series-analysis changepoint-detection time-series-regression time-series-segmentation time-series-classification
Created 2018-11-06
5,021 commits to main branch, last one 2 days ago
iusztinpaul
energy-forecasting iusztinpaul
197
877
mit
14
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤...
gcp cicd mlops docker poetry python sktime airflow fastapi hopsworks streamlit feature-store ml-monitoring github-actions model-registry data-versioning batch-processing 3-pipeline-design great-expectations weights-and-biases
Created 2023-02-04
391 commits to main branch, last one 7 months ago
sktime
skpro sktime
46
248
bsd-3-clause
11
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
ai python sktime sklearn framework prediction regression data-science distributions time-to-event survival-models machine-learning survival-analysis failure-prediction survival-prediction distributional-regression probability-distributions
Created 2017-09-11
468 commits to main branch, last one 3 days ago
heidelbergcement
hcrystalball heidelbergcement
19
151
mit
11
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
tbats sktime sarimax sklearn wrapper pmdarima fbprophet sklearn-api statsmodels time-series transformer data-science model-selection sklearn-library cross-validation sklearn-compatible time-series-forecasting
Created 2020-06-29
284 commits to master branch, last one 2 years ago
sktime
sktime-tutorial-pydata-amsterdam-2020 sktime
68
123
bsd-3-clause
12
Introduction to Machine Learning with Time Series at PyData Festival Amsterdam 2020
pydata sktime tutorials time-series scikit-learn machine-learning
Created 2020-06-12
25 commits to main branch, last one 3 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