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<li class="md-nav__item">
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<a href="../../../how-to-guides/configure-service/" class="md-nav__link">
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How to configure GreatAI
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/use-service/" class="md-nav__link">
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How to use a GreatAI service
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/handle-training-data/" class="md-nav__link">
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How to handle training data
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/large_file/" class="md-nav__link">
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How to use LargeFile
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/call_remote.md" class="md-nav__link">
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None
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/scraping/" class="md-nav__link">
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Scraping
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</a>
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</li>
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</ul>
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</nav>
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<li class="md-nav__item">
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<a href="../../../reference/" class="md-nav__link">
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Reference
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GreatAI reference
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</a>
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</li>
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@ -462,6 +546,194 @@
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<li class="md-nav__item md-nav__item--active md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_5" type="checkbox" id="__nav_5" checked>
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<label class="md-nav__link" for="__nav_5">
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Examples
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" aria-label="Examples" data-md-level="1">
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<label class="md-nav__title" for="__nav_5">
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<span class="md-nav__icon md-icon"></span>
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Examples
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item md-nav__item--active md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_5_1" type="checkbox" id="__nav_5_1" checked>
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<label class="md-nav__link" for="__nav_5_1">
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Explainable Naive Bayes
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" aria-label="Explainable Naive Bayes" data-md-level="2">
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<label class="md-nav__title" for="__nav_5_1">
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<span class="md-nav__icon md-icon"></span>
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Explainable Naive Bayes
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item md-nav__item--active">
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<input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
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<label class="md-nav__link md-nav__link--active" for="__toc">
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Train a domain classifier on the semantic scholar dataset
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<span class="md-nav__icon md-icon"></span>
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</label>
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<a href="./" class="md-nav__link md-nav__link--active">
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Train a domain classifier on the semantic scholar dataset
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</a>
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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<label class="md-nav__title" for="__toc">
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<span class="md-nav__icon md-icon"></span>
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Table of contents
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</label>
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="#extract" class="md-nav__link">
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Extract
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</a>
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</li>
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<li class="md-nav__item">
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<a href="#transform" class="md-nav__link">
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Transform
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</a>
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</li>
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<li class="md-nav__item">
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<a href="#load" class="md-nav__link">
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Load
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</a>
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<nav class="md-nav" aria-label="Load">
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<ul class="md-nav__list">
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<li class="md-nav__item">
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<a href="#production-ready-backend" class="md-nav__link">
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Production-ready backend
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item">
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<a href="#next-part-2" class="md-nav__link">
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Next: Part 2
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item">
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<a href="../train/" class="md-nav__link">
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Train a domain classifier on the semantic scholar dataset
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../deploy/" class="md-nav__link">
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Train a domain classifier on the semantic scholar dataset
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</a>
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</li>
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</ul>
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</nav>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item">
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<a href="../../../explanation/" class="md-nav__link">
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@ -2020,10 +2292,10 @@ add_ground_truth(X, y, train_split_ratio=0.8, test_split_ratio=0.2)</div>
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
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<pre><span style="color: rgb(255,255,0)">2022-06-25 14:25:24,989 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,990 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,990 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongoDbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,991 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,992 | INFO | Settings: configured ✅</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,993 | INFO | 🔩 tracing_database: MongodbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,993 | INFO | 🔩 tracing_database: MongoDbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,994 | INFO | 🔩 large_file_implementation: LargeFileMongo</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,994 | INFO | 🔩 is_production: False</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:25:24,995 | INFO | 🔩 should_log_exception_stack: True</span>
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@ -2078,6 +2350,42 @@ add_ground_truth(X, y, train_split_ratio=0.8, test_split_ratio=0.2)</div>
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<footer class="md-footer">
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<nav class="md-footer__inner md-grid" aria-label="Footer" >
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<a href="../../../reference/views/" class="md-footer__link md-footer__link--prev" aria-label="Previous: View models" rel="prev">
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<div class="md-footer__button md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg>
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</div>
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<div class="md-footer__title">
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<div class="md-ellipsis">
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<span class="md-footer__direction">
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Previous
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</span>
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View models
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</div>
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</div>
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</a>
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<a href="../train/" class="md-footer__link md-footer__link--next" aria-label="Next: Train a domain classifier on the semantic scholar dataset" rel="next">
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<div class="md-footer__title">
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<div class="md-ellipsis">
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<span class="md-footer__direction">
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Next
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</span>
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Train a domain classifier on the semantic scholar dataset
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</div>
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</div>
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<div class="md-footer__button md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4Z"/></svg>
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</div>
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</a>
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</nav>
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<div class="md-footer-meta md-typeset">
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<div class="md-footer-meta__inner md-grid">
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<div class="md-copyright">
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