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Create some initial changes to the docs based on my audit suggestions.
levkk
reviewed
May 2, 2024
levkk
reviewed
May 2, 2024
levkk
reviewed
May 2, 2024
| When used for the first time in a project, `pgml.train()` function requires the `task` parameter, which can be either `regression` or `classification`. The task determines the relevant metrics and analysis performed on the data. All models trained within the project will refer to those metrics and analysis for benchmarking and deployment. | ||
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| The first time it's called, the function will also require a `relation_name` and `y_column_name`. The two arguments will be used to create the first snapshot of training and test data. By default, 25% of the data (specified by the `test_size` parameter) will be randomly sampled to measure the performance of the model after the `algorithm` has been trained on the 75% of the data. | ||
| The first time it is called, the function will also require a `relation_name` and `y_column_name`. The two arguments will be used to create the first snapshot of training and test data. By default, 25% of the data (specified by the `test_size` parameter) will be randomly sampled to measure the performance of the model after the `algorithm` has been trained on the 75% of the data. |
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Why do we prefer not using contractions?
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I suggested it as a way to make it simpler for non-native English speakers to read.
Another reason is for translation, but I figured you probably have no plans for that at this point.
Fix a missing ending para and remove blank targets.
montanalow
reviewed
May 3, 2024
| | `relation_name` | `'public.search_logs'` | The Postgres table or view where the training data is stored or defined. | | ||
| | `y_column_name` | `'clicked'` | The name of the label (aka "target" or "unknown") column in the training table. | | ||
| | `algorithm` | `'xgboost'` | <p>The algorithm to train on the dataset. | | ||
| | `algorithm` | `'xgboost'` | <p>The algorithm to train on the dataset.</p> | |
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We don't need the <p> if we're not nesting multiple links, but why remove the links?
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| | `algorithm` | `'xgboost'` | <p>The algorithm to train on the dataset.</p> | | |
| | `algorithm` | `'xgboost'` | The algorithm to train on the dataset. | |
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The links 404'ed. Do the pages still exist?
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Yeah, these are supposed to link to
pgml-cms/docs/api/sql-extension/pgml.transform/text-generation.md
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Co-authored-by: Montana Low <montanalow@users.noreply.github.com>
Update based on Montana feedback
Modify HuggingFace to Hugging Face in multiple pages.
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Create some initial changes to the docs based on my audit suggestions.