sktime/sktime

[ENH] ensure doctest / docstring examples present for all classes about 2 hours ago

good first issue documentation enhancement

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Migrate tags in tags registry from tuples to classes about 23 hours ago

good first issue enhancement module:base-framework

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] in `TSCGridSearchCV` and `TSRGridSearchCV`, replace use of `sklearn` grid search by `sktime` native `evaluate` call 1 day ago

good first issue module:classification module:regression enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] Inconsistent `predict_proba` and `predict_quantiles` in some foundation model forecasters 3 days ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] ensure that all estimators have two test parameter sets 4 days ago

good first issue maintenance module:tests enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] `tirex-2` foundation model 5 days ago

good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] complete `scikit-base`-refactor of `sktime` test framework 7 days ago

good first issue module:tests enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] migrate `tensorflow` based estimators to `torch` 8 days ago

good first issue module:classification module:regression enhancement module:deep-learning&networks

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] `scikit-learn 1.9.X` compatibility 10 days ago

good first issue module:classification module:regression enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] replace `nested_univ` type with `pandas` or `numpy` datatypes 10 days ago

good first issue module:classification module:transformations module:regression enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] `get_class_tag` returns `None` even if `tag_value_default` is passed 10 days ago

bug good first issue module:base-framework

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] `autots` integration and work items 11 days ago

good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] Multiple Mutable Defaults in vendored LagLlama Code 11 days ago

bug good first issue

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] Mutable Default in _convtimenet_backbone.py:166:21 11 days ago

bug good first issue

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] employ AI plus human oversight to complete remaining testing exceptions in `tests._config` 13 days ago

good first issue enhancement module:base-framework

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] `make_reduction` reducers should allow parsing the values as pandas dataframe to its estimator. 14 days ago

good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[MNT] Regression tests validating foundation model outputs against original/source implementations 16 days ago

good first issue maintenance module:tests

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] wishlist of interval and probabilistic foreasters 17 days ago

feature request good first issue

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] `ForecastingBenchmark.add_task` description of argument `strategy` is not correct 24 days ago

good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] The method `predict_var` has no documentation for the parameter `covariate` 24 days ago

good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] Warn when loading estimators saved with a different sktime version 24 days ago

good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] `GroupByTransformer` 25 days ago

feature request good first issue module:transformations

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Adding missing tags in forecasting template and other extension templates 28 days ago

good first issue documentation enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] `CiscoTSFMForecaster` foundation model inconsistent `_predict_proba` about 1 month ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] wishlists in the repository about 1 month ago

good first issue enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] `sktime` interface to `hypertrees-forecasting` about 1 month ago

feature request good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] `SundialForecaster` foundation model inconsistent `_predict_proba` about 1 month ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Integrate pypots for Partially Observed Time Series (POTS) as Imputers in sktime about 1 month ago

good first issue interfacing algorithms module:transformations enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] sporadic convergence failures in `BoxCoxBiasAdjustedForecaster` about 1 month ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] sklearn init specification non-conformance in GRUFCNNClassifier, MCDCNNClassifier, MCDCNNRegressor, RBFForecaster about 1 month ago

bug good first issue module:classification module:regression

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

Good first issues & getting started, for new contributors about 1 month ago

good first issue API design implementing framework implementing algorithms interfacing algorithms documentation maintenance module:clustering module:classification module:forecasting module:detection module:distances&kernels module:tests

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Enhance forecasting Foundation Models with exogenous variables and few-shot capabilities (parent issue) about 1 month ago

good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] Investigate and Fix Failing Forecasters about 1 month ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Implement AR-NNet model from forecast package in R about 2 months ago

good first issue implementing algorithms interfacing algorithms module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] implement efficient `_evaluate_by_index` for forecast performance metrics about 2 months ago

good first issue implementing algorithms enhancement module:metrics&benchmarking

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] interface to `tsai` package about 2 months ago

good first issue interfacing algorithms module:classification module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] move test skip config from `tests._config` to estimator tags about 2 months ago

good first issue module:tests enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] address `pandas` Warnings about 2 months ago

good first issue enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] Incomplete docstring in `LSTMFCNNetwork` 2 months ago

good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] add at least one usage example to docstrings of estimators 2 months ago

good first issue documentation enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] `ARIMA` and `AutoARIMA` (`pmdarima`) forecasters fail `test_predict_time_index_in_sample_full` 2 months ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] Document less common in-memory data formats 2 months ago

good first issue documentation module:datatypes

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] umbrella issue - foundation models and pre-trained models 3 months ago

good first issue API design module:classification module:forecasting module:regression enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] Fix make install command 3 months ago

bug good first issue

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Implement Kálmán filter - transformer (with update functionality) 3 months ago

feature request good first issue interfacing algorithms module:transformations

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] prototype panel forecaster: mixed effects (time/instance) linear regression model from statsmodels 3 months ago

good first issue interfacing algorithms module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] GitHub actions? Automated pointer and help for new contributors failing linting tests 3 months ago

good first issue documentation maintenance enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Add in-sample prediction capacities for `DynamicFactor` model 3 months ago

feature request good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Add native probabilistic prediction methods to `Chronos2Forecaster` 3 months ago

good first issue enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] LLM-based forecasting agent 3 months ago

good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] fix chronos-bolt for `transformers 5.X` 3 months ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] Update `load_fpp3` dependency versions after new release of `tsibble` 3 months ago

bug good first issue module:datasets&loaders

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] fixing broken links in the API reference and missing `__init__` imports 4 months ago

bug good first issue documentation maintenance

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] merge or vendor `tsbootstrap` into `sktime` 4 months ago

good first issue enhancement module:splitters&resamplers

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] Add import statement of sktime element to docstring examples wherever missing 4 months ago

good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] TabICL-TS foundation model 4 months ago

good first issue implementing algorithms interfacing algorithms module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] TabPFN-TS foundation model 4 months ago

good first issue interfacing algorithms module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Include additional forecasters specifically meant for intermittent demand. 4 months ago

feature request good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] write programmatic test class for forecasting metrics 4 months ago

good first issue enhancement module:metrics&benchmarking

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] fix `ConvTimeNetForecaster` API non-conformance 4 months ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] delay based detection metrics for advance event detection 4 months ago

good first issue module:detection enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[MNT] `agents.md` with pointers to pre-commit, docs and code formatting 4 months ago

good first issue maintenance

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] relax dependency requirements on `times-fm` foundation model 4 months ago

good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] write extension template for forecasting metrics 4 months ago

good first issue enhancement module:metrics&benchmarking

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] `Chronos2Forecaster` serialization 4 months ago

good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] minimal episode length smoother for segmentations and change points 4 months ago

good first issue implementing algorithms module:detection enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] detection notebook - move plotting functions to `detection.plotting` 4 months ago

good first issue documentation module:detection module:utilities&plotting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Fast Low-cost Unipotent Semantic Segmentation (FLUSS) 4 months ago

good first issue module:detection enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Add probabilistic forecasting support (predict_interval/predict_quantiles) to MOIRAIForecaster 4 months ago

good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Replace `MTYPE_SOFT_DEPS` and `SCITYPE_REGISTER` by programmatic lookup 4 months ago

good first issue module:datatypes enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] interfacing Chronos 2 4 months ago

good first issue interfacing algorithms module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Forecasters from the M4 Competition 4 months ago

feature request good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] sliding window (z or quantile) score based anomaly detection 4 months ago

good first issue module:detection enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] Improve documentation on multithreading and parallelization 4 months ago

good first issue documentation module:base-framework

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] Feedback thread on tutorial notebooks 4 months ago

good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Interfacing LagLLama 4 months ago

good first issue interfacing algorithms module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Fix tensorflow versions by making layers dynamics 4 months ago

good first issue module:classification module:regression enhancement module:deep-learning&networks

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Implement update method for AutoETS 4 months ago

feature request good first issue module:forecasting enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Migrate convtimenet classifier from old `_pytorch.py` to new `_base_torch.py` interface 5 months ago

good first issue module:classification enhancement module:deep-learning&networks

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] programmatic list of estimator types in the documentation 5 months ago

good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] support `polars` in vectorization 5 months ago

good first issue module:datatypes enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Implement `torch` based cnn time series classifier and regressor 5 months ago

good first issue module:classification module:regression enhancement module:deep-learning&networks

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] turn off input checks in vectorization case 5 months ago

good first issue module:forecasting module:transformations module:datatypes enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Add GPU support to torch models 5 months ago

good first issue enhancement module:deep-learning&networks

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] some user guide notebooks are not properly displayed 5 months ago

bug good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] merge `skchange` into `sktime` 5 months ago

good first issue implementing algorithms module:detection enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Migrate gru & grufcn classifier from old `_pytorch.py` to new `_base_torch.py` interface 5 months ago

good first issue module:classification enhancement module:deep-learning&networks

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[MNT] Migration to newer skforecast interface 5 months ago

good first issue interfacing algorithms module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] update html parameter display to that of `scikit-learn` 5 months ago

good first issue enhancement module:base-framework

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Implement `torch` based fcn time series classifier and regressor 5 months ago

good first issue module:classification module:regression enhancement module:deep-learning&networks

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Add caching to pipelines 5 months ago

good first issue module:clustering module:classification module:forecasting module:transformations module:detection enhancement module:base-framework

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Implement `torch` based resnet time series classifier and regressor 5 months ago

good first issue module:classification module:regression enhancement module:deep-learning&networks

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] A simple Moving Average Forecaster 5 months ago

good first issue enhancement

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] fix broken rendering of transformer type table and estimator docstring indentations 5 months ago

good first issue documentation

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] plot_series raises KeyError when plotting interval of multivariate time series 5 months ago

bug good first issue module:utilities&plotting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG] MonthStart string is not being coerced to "M" 5 months ago

bug good first issue

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] provide proper mathematical description in docstring of splitters 5 months ago

good first issue documentation module:splitters&resamplers

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[BUG]`GroupbyCategoryForecaster.predict_proba` raises `TypeError` with probabilistic inner forecasters 5 months ago

bug good first issue module:forecasting

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[DOC] extension template for time series regression 5 months ago

good first issue documentation module:regression

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

[ENH] Add wrappers around scikit-learn explained_variance_score and r2_score metrics 5 months ago

feature request good first issue interfacing algorithms

sktime/sktime

9.8K

A unified framework for machine learning with time series

Python

#ai#anomaly-detection#changepoint-detection#data-mining#data-science#forecasting#hacktoberfest#machine-learning#scikit-learn#sktime#time-series#time-series-analysis#time-series-classification#time-series-regression#time-series-segmentation

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