|
23 | 23 | *[PGML](open-source/pgml/README.md)
|
24 | 24 | *[API](open-source/pgml/api/README.md)
|
25 | 25 | *[pgml.embed()](open-source/pgml/api/pgml.embed.md)
|
26 |
| -*[pgml.transform()](open-source/pgml/api/pgml.transform/README.md) |
27 |
| -*[Fill-Mask](open-source/pgml/api/pgml.transform/fill-mask.md) |
28 |
| -*[Question answering](open-source/pgml/api/pgml.transform/question-answering.md) |
29 |
| -*[Summarization](open-source/pgml/api/pgml.transform/summarization.md) |
30 |
| -*[Text classification](open-source/pgml/api/pgml.transform/text-classification.md) |
31 |
| -*[Text Generation](open-source/pgml/api/pgml.transform/text-generation.md) |
32 |
| -*[Text-to-Text Generation](open-source/pgml/api/pgml.transform/text-to-text-generation.md) |
33 |
| -*[Token Classification](open-source/pgml/api/pgml.transform/token-classification.md) |
34 |
| -*[Translation](open-source/pgml/api/pgml.transform/translation.md) |
35 |
| -*[Zero-shot Classification](open-source/pgml/api/pgml.transform/zero-shot-classification.md) |
| 26 | +*[pgml.transform()](open-source/pgml/guides/llms/README.md) |
| 27 | +*[Fill-Mask](open-source/pgml/guides/llms/fill-mask.md) |
| 28 | +*[Question answering](open-source/pgml/guides/llms/question-answering.md) |
| 29 | +*[Summarization](open-source/pgml/guides/llms/summarization.md) |
| 30 | +*[Text classification](open-source/pgml/guides/llms/text-classification.md) |
| 31 | +*[Text Generation](open-source/pgml/guides/llms/text-generation.md) |
| 32 | +*[Text-to-Text Generation](open-source/pgml/guides/llms/text-to-text-generation.md) |
| 33 | +*[Token Classification](open-source/pgml/guides/llms/token-classification.md) |
| 34 | +*[Translation](open-source/pgml/guides/llms/translation.md) |
| 35 | +*[Zero-shot Classification](open-source/pgml/guides/llms/zero-shot-classification.md) |
36 | 36 | *[pgml.transform_stream()](open-source/pgml/api/pgml.transform_stream.md)
|
37 | 37 | *[pgml.deploy()](open-source/pgml/api/pgml.deploy.md)
|
38 | 38 | *[pgml.decompose()](open-source/pgml/api/pgml.decompose.md)
|
|
41 | 41 | *[pgml.predict()](open-source/pgml/api/pgml.predict/README.md)
|
42 | 42 | *[Batch Predictions](open-source/pgml/api/pgml.predict/batch-predictions.md)
|
43 | 43 | *[pgml.train()](open-source/pgml/api/pgml.train/README.md)
|
44 |
| -*[Regression](open-source/pgml/api/pgml.train/regression.md) |
45 |
| -*[Classification](open-source/pgml/api/pgml.train/classification.md) |
46 |
| -*[Clustering](open-source/pgml/api/pgml.train/clustering.md) |
47 |
| -*[Decomposition](open-source/pgml/api/pgml.train/decomposition.md) |
48 |
| -*[Data Pre-processing](open-source/pgml/api/pgml.train/data-pre-processing.md) |
49 |
| -*[Hyperparameter Search](open-source/pgml/api/pgml.train/hyperparameter-search.md) |
50 |
| -*[Joint Optimization](open-source/pgml/api/pgml.train/joint-optimization.md) |
| 44 | +*[Regression](open-source/pgml/guides/supervised-learning/regression.md) |
| 45 | +*[Classification](open-source/pgml/guides/supervised-learning/classification.md) |
| 46 | +*[Clustering](open-source/pgml/guides/supervised-learning/clustering.md) |
| 47 | +*[Decomposition](open-source/pgml/guides/supervised-learning/decomposition.md) |
| 48 | +*[Data Pre-processing](open-source/pgml/guides/supervised-learning/data-pre-processing.md) |
| 49 | +*[Hyperparameter Search](open-source/pgml/guides/supervised-learning/hyperparameter-search.md) |
| 50 | +*[Joint Optimization](open-source/pgml/guides/supervised-learning/joint-optimization.md) |
51 | 51 | *[pgml.tune()](open-source/pgml/api/pgml.tune.md)
|
52 | 52 | *[Guides](open-source/pgml/guides/README.md)
|
53 | 53 | *[Embeddings](open-source/pgml/guides/embeddings/README.md)
|
|
58 | 58 | *[Normalization](open-source/pgml/guides/embeddings/vector-normalization.md)
|
59 | 59 | *[Search](open-source/pgml/guides/improve-search-results-with-machine-learning.md)
|
60 | 60 | *[Chatbots](open-source/pgml/guides/chatbots/README.md)
|
61 |
| -*[Supervised Learning](open-source/pgml/guides/supervised-learning.md) |
| 61 | +*[Supervised Learning](open-source/pgml/guides/supervised-learning/supervised-learning.md) |
62 | 62 | *[Unified RAG](open-source/pgml/guides/unified-rag.md)
|
63 | 63 | *[Natural Language Processing](open-source/pgml/guides/natural-language-processing.md)
|
64 | 64 | *[Vector database](open-source/pgml/guides/vector-database.md)
|
|