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github.com/cesium-ml/cesium @v0.12.4

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223 symbols 717 edges 43 files 165 documented · 74%
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README

cesium: Open-Source Platform for Time Series Inference

Summary

cesium is an open source library that allows users to:

  • extract features from raw time series data (see list),
  • build machine learning models from these features, and
  • generate predictions for new data.

More information and examples can be found on our home page.

Installation

pip install cesium

Installation from source

License

cesium is released under the 3-clause BSD licence.

Core symbols most depended-on inside this repo

generate_features
called by 36
cesium/features/tests/util.py
irregular_random
called by 19
cesium/features/tests/util.py
sample_values
called by 13
cesium/tests/fixtures.py
_ndim
called by 10
cesium/time_series.py
sort
called by 8
cesium/time_series.py
_default_values_like
called by 7
cesium/time_series.py
update_sincos
called by 7
cesium/features/_lomb_scargle.h
irregular_periodic
called by 6
cesium/features/tests/util.py

Shape

Function 200
Method 18
Class 3
Route 2

Languages

Python92%
C++8%

Modules by API surface

cesium/features/tests/test_general_features.py17 symbols
cesium/features/lomb_scargle.py16 symbols
cesium/tests/test_featurize.py15 symbols
cesium/features/common_functions.py15 symbols
doc/tools/apigen.py13 symbols
cesium/features/_lomb_scargle.h11 symbols
cesium/time_series.py10 symbols
cesium/tests/test_time_series.py10 symbols
cesium/datasets/tests/test_datasets.py10 symbols
cesium/features/tests/test_lomb_scargle_features.py9 symbols
cesium/featurize.py8 symbols
cesium/features/period_folding.py8 symbols

For agents

$ claude mcp add cesium \
  -- python -m otcore.mcp_server <graph>

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