Command Line Interfaces¶
use longling -- --help to see all available cli,
and use longling $subcommand -- --help to see concrete help information for a certain cli,
e.g. longling encode -- --help
Format and Encoding¶
longling.lib.stream.encode(src, ...) |
Convert a file in source encoding to target encoding |
longling.lib.loading.csv2jsonl(src, ...[, ...]) |
将 csv 格式文件/io流 转换为 json 格式文件/io流 |
longling.lib.loading.jsonl2csv(src, ...[, ...]) |
将 json 格式文件/io流 转换为 csv 格式文件/io流 |
Download Data¶
longling.spider.download_data.download_file(url) |
cli alias: download, download data from specified url |
Architecture¶
longling.toolbox.toc.toc([root, parent, ...]) |
打印目录树 |
longling.Architecture.cli.cli([skip_top, ...]) |
The main function for arch |
longling.Architecture.install_file.nni([tar_dir]) |
cli alias: arch nni and install nni |
longling.Architecture.install_file.gitignore(...) |
cli alias: arch gitignore |
longling.Architecture.install_file.pytest(...) |
cli alias: arch pytest |
longling.Architecture.install_file.coverage(...) |
cli alias: arch coverage |
longling.Architecture.install_file.pysetup([...]) |
cli alias: arch pysetup |
longling.Architecture.install_file.sphinx_conf([...]) |
cli alias: arch sphinx_conf |
longling.Architecture.install_file.makefile([...]) |
cli alias: arch makefile |
longling.Architecture.install_file.readthedocs([...]) |
cli alias: arch readthedocs |
longling.Architecture.install_file.travis(...) |
cli alias: arch travis |
longling.Architecture.install_file.dockerfile(atype) |
cli alias: arch dockerfile |
longling.Architecture.install_file.gitlab_ci(...) |
cli alias: arch gitlab_ci |
longling.Architecture.install_file.chart(...) |
cli alias: arch chart |
Model Selection¶
Validation on Datasets¶
Split dataset to train, valid and test or apply kfold.
longling.ML.toolkit.dataset.train_valid_test(...) |
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longling.ML.toolkit.dataset.train_test(...) |
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longling.ML.toolkit.dataset.kfold(*files[, ...]) |
Select Best Model¶
Select best models on specified conditions
longling.ML.toolkit.analyser.cli.select_max(...) |
cli alias: max |
longling.ML.toolkit.analyser.cli.arg_select_max(...) |
cli alias: amax |
longling.ML.toolkit.hyper_search.nni.show_top_k(k) |
Updated in v1.3.17 |
longling.ML.toolkit.hyper_search.nni.show(key) |
Updated in v1.3.17 |