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83 symbols 269 edges 21 files 71 documented · 86% ● updated 2y ago★ 1103 open issues

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⨍ Functions 68 ◇ Types & classes 15

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Core symbols most depended-on inside this repo

↓ 3 filesDLRegressor

This is a superclass for Deep Learning models for Regression

models/deep_learning/deep_learning_models.py

↓ 3 filessave_train_duration

Save training time :param file_name: :param test_duration: :return:

utils/tools.py

↓ 3 filessave_test_duration

Save test time :param file_name: :param test_duration: :return:

utils/tools.py

↓ 2 filesTimeSeriesRegressor

This is a super class for time series regressors

models/time_series_models.py

↓ 2 filescreate_directory

Create a directory if path doesn't exists :param directory_path: :return:

utils/tools.py

↓ 2 filesprocess_data

This is a function to process the data, i.e. convert dataframe to numpy array :param X: :param min_len: :param normalise: :return:

utils/regressor_tools.py

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Method 46

Function 22

Class 15

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Modules by API surface

models/classical_models.py23 symbols

transform/transformers.py17 symbols

models/rocket.py7 symbols

models/deep_learning/deep_learning_models.py6 symbols

models/deep_learning/inception.py5 symbols

utils/tools.py4 symbols

utils/regressor_tools.py4 symbols

models/time_series_models.py4 symbols

models/deep_learning/resnet.py3 symbols

models/deep_learning/fcn.py3 symbols

utils/transformer_tools.py2 symbols

utils/data_processor.py2 symbols

For agents

$ claude mcp add TS-Extrinsic-Regression \
  -- python -m otcore.mcp_server <graph>

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github.com/ChangWeiTan/TS-Extrinsic-Regression @main

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