Nlpstack

Latest version: v0.2.0

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0.2.0

What's Changed
* Add objective option instead of multilabel by altescy in https://github.com/altescy/nlpstack/pull/3
* Bump requests from 2.30.0 to 2.31.0 by dependabot in https://github.com/altescy/nlpstack/pull/5
* Modify NLP abstraction by altescy in https://github.com/altescy/nlpstack/pull/4
* Modify inference/evaluation interface by altescy in https://github.com/altescy/nlpstack/pull/6
* Replace tqdm to self-contained ProgressBar by altescy in https://github.com/altescy/nlpstack/pull/7
* Make vocab token countable by altescy in https://github.com/altescy/nlpstack/pull/8
* Add spacy functionalities by altescy in https://github.com/altescy/nlpstack/pull/9
* Modify data-related modules by altescy in https://github.com/altescy/nlpstack/pull/10
* Introduce workflow by altescy in https://github.com/altescy/nlpstack/pull/11
* Bump transformers from 4.28.1 to 4.30.0 by dependabot in https://github.com/altescy/nlpstack/pull/14
* Add web server for inference by altescy in https://github.com/altescy/nlpstack/pull/12
* Add sequence labeling models by altescy in https://github.com/altescy/nlpstack/pull/13
* Introduce rune archive by altescy in https://github.com/altescy/nlpstack/pull/15
* Add modules for subword encoding by altescy in https://github.com/altescy/nlpstack/pull/16
* Add config options for inference by altescy in https://github.com/altescy/nlpstack/pull/17
* Add multilabel classification by altescy in https://github.com/altescy/nlpstack/pull/18
* Add fastText modules by altescy in https://github.com/altescy/nlpstack/pull/19
* Refactoring by altescy in https://github.com/altescy/nlpstack/pull/20
* Add torch modules by altescy in https://github.com/altescy/nlpstack/pull/21
* Add character tokenizer by altescy in https://github.com/altescy/nlpstack/pull/22
* Add max_length option to pretrained transformer embedder by altescy in https://github.com/altescy/nlpstack/pull/23
* Add mlflow workflow by altescy in https://github.com/altescy/nlpstack/pull/24
* Fix tiny bugs by altescy in https://github.com/altescy/nlpstack/pull/25
* Fix bugs by altescy in https://github.com/altescy/nlpstack/pull/26
* Modify classification metrics by altescy in https://github.com/altescy/nlpstack/pull/27
* Relax torch version by altescy in https://github.com/altescy/nlpstack/pull/28
* Add evaluate command to rune-mlflow workflow by altescy in https://github.com/altescy/nlpstack/pull/29
* Modify pretrained transformer indexing by altescy in https://github.com/altescy/nlpstack/pull/30
* Fix LRScheduler by altescy in https://github.com/altescy/nlpstack/pull/31
* Modify trainer by altescy in https://github.com/altescy/nlpstack/pull/32
* Add swem embedding by altescy in https://github.com/altescy/nlpstack/pull/33
* Add cache extension by altescy in https://github.com/altescy/nlpstack/pull/34
* Add pretrained embeddings by altescy in https://github.com/altescy/nlpstack/pull/35
* Add topic modeling task by altescy in https://github.com/altescy/nlpstack/pull/36
* Add mlp-mixer by altescy in https://github.com/altescy/nlpstack/pull/37
* Modify embeddings by altescy in https://github.com/altescy/nlpstack/pull/38
* Add HyperMixer by altescy in https://github.com/altescy/nlpstack/pull/39
* Add GatedCnnSeq2SeqEncoder by altescy in https://github.com/altescy/nlpstack/pull/40
* Add overrides option by altescy in https://github.com/altescy/nlpstack/pull/41
* Add representation learning task by altescy in https://github.com/altescy/nlpstack/pull/42
* Add language modeling task by altescy in https://github.com/altescy/nlpstack/pull/43
* Add text-to-text task by altescy in https://github.com/altescy/nlpstack/pull/44
* Add SklearnCausalLanguageModel & modify CLM for batch inference by altescy in https://github.com/altescy/nlpstack/pull/45
* Make tokenizer decodable by altescy in https://github.com/altescy/nlpstack/pull/46
* Add beam search by altescy in https://github.com/altescy/nlpstack/pull/47
* Modify beamsearch by altescy in https://github.com/altescy/nlpstack/pull/48
* Add automaton & modify text generation by altescy in https://github.com/altescy/nlpstack/pull/49
* Add candidate phrase constraint by altescy in https://github.com/altescy/nlpstack/pull/50
* Modify fugashi tokenizer by altescy in https://github.com/altescy/nlpstack/pull/51
* Refactoring by altescy in https://github.com/altescy/nlpstack/pull/52
* Add text embedding models by altescy in https://github.com/altescy/nlpstack/pull/53
* Add text generators by altescy in https://github.com/altescy/nlpstack/pull/54
* Add iterutil module by altescy in https://github.com/altescy/nlpstack/pull/55
* Modify mlflow by altescy in https://github.com/altescy/nlpstack/pull/56
* Enable to set pre-defined labels by altescy in https://github.com/altescy/nlpstack/pull/59
* Add pipeline module by altescy in https://github.com/altescy/nlpstack/pull/58
* Add default_value option to indexers by altescy in https://github.com/altescy/nlpstack/pull/61
* Bump werkzeug from 2.3.7 to 3.0.1 by dependabot in https://github.com/altescy/nlpstack/pull/64
* Bump urllib3 from 2.0.5 to 2.0.7 by dependabot in https://github.com/altescy/nlpstack/pull/63
* Bump gitpython from 3.1.36 to 3.1.37 by dependabot in https://github.com/altescy/nlpstack/pull/62
* Add modules for subword embedding by altescy in https://github.com/altescy/nlpstack/pull/65
* Bump aiohttp from 3.8.5 to 3.9.0 by dependabot in https://github.com/altescy/nlpstack/pull/68
* Bump mlflow from 2.7.1 to 2.8.1 by dependabot in https://github.com/altescy/nlpstack/pull/67
* Bump mlflow from 2.8.1 to 2.9.0 by dependabot in https://github.com/altescy/nlpstack/pull/70
* Update dependencies by altescy in https://github.com/altescy/nlpstack/pull/73
* Use multiprocessing.Pool for Pipeline by altescy in https://github.com/altescy/nlpstack/pull/74
* Refine datamodule by altescy in https://github.com/altescy/nlpstack/pull/78
* Modify CI/dependency settings by altescy in https://github.com/altescy/nlpstack/pull/79
* Introduce integrations module by altescy in https://github.com/altescy/nlpstack/pull/80
* Introduce runtime paramters for pipelines by altescy in https://github.com/altescy/nlpstack/pull/81
* Utilize types by altescy in https://github.com/altescy/nlpstack/pull/82
* Bump version number to v0.2.0 by altescy in https://github.com/altescy/nlpstack/pull/83

New Contributors
* altescy made their first contribution in https://github.com/altescy/nlpstack/pull/3
* dependabot made their first contribution in https://github.com/altescy/nlpstack/pull/5

**Full Changelog**: https://github.com/altescy/nlpstack/compare/v0.1.0...v0.2.0

0.1.0

- Built on top of PyTorch, offering ready-to-use modules for a seamless NLP experience.
- Provides a scikit-learn-compatible interface, ensuring familiar and easy usage.
- Allows for seamless integration of models provided by the Transformers library, enabling the use of powerful pre-trained models in your NLP workflows.
- Adopts a dependency injection design pattern, which ensures high extensibility and makes it easy to modify specific processes.

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