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Yilun Huang authored
* + add auto mode for analyzer: load all filters that produce stats to analyze the target dataset * + add default mem_required for those model-based OPs * - support wordcloud drawing for str or str list fields in stats - support set the number of samples to be analyzed in auto mode. It's 1k in default. * - take the minimum one of dataset length and auto num * * update default export path * * set version limit for wandb to avoid exception * + add docs for auto mode * + support t-test for Measure * * fix some bugs * - support analyze a dataset object - optimize the logics of loading filters that produce stats and updating attributes of OPs * - support analysis on tags in meta * - support analysis with tagging OPs * - move tags into the meta field * - do not tell tags using their suffix - suppress the error/exceptions in Monitor due to the termination of the main process - exported stats file includes meta field in exporter * - add insight mining * * resolve the bugs when running insight mining in multiprocessing mode * * update unittests * * update unittests * * update unittests * * update readme for analyzer * * use more detailed key * + add reference
Yilun Huang authored* + add auto mode for analyzer: load all filters that produce stats to analyze the target dataset * + add default mem_required for those model-based OPs * - support wordcloud drawing for str or str list fields in stats - support set the number of samples to be analyzed in auto mode. It's 1k in default. * - take the minimum one of dataset length and auto num * * update default export path * * set version limit for wandb to avoid exception * + add docs for auto mode * + support t-test for Measure * * fix some bugs * - support analyze a dataset object - optimize the logics of loading filters that produce stats and updating attributes of OPs * - support analysis on tags in meta * - support analysis with tagging OPs * - move tags into the meta field * - do not tell tags using their suffix - suppress the error/exceptions in Monitor due to the termination of the main process - exported stats file includes meta field in exporter * - add insight mining * * resolve the bugs when running insight mining in multiprocessing mode * * update unittests * * update unittests * * update unittests * * update readme for analyzer * * use more detailed key * + add reference
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