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This tool will help you to **tokenize Bengali text**, **Embedding Bengali words**, **Embedding Bengali Document**, **Bengali POS Tagging**, **Bengali Name Entity Recognition**, **Bangla Text Cleaning** for Bengali NLP purposes.\n\n\n## Features\n- Tokenization\n   - [Basic Tokenizer](./docs/README.md#basic-tokenizer)\n   - [NLTK Tokenizer](./docs/README.md#nltk-tokenization)\n   - [Sentencepiece Tokenizer](./docs/README.md#bengali-sentencepiece-tokenization)\n- Embeddings\n   - [Word2vec embedding](./docs/README.md#bengali-word2vec)\n   - [Fasttext embedding](./docs/README.md#bengali-fasttext)\n   - [Glove Embedding](./docs/README.md#bengali-glove-word-vectors)\n   - [Doc2vec Document embedding](./docs/README.md#document-embedding)\n- Part of speech tagging\n   - [CRF-based POS tagging](./docs/README.md#bengali-crf-pos-tagging)\n- Named Entity Recognition\n   - [CRF-based NER](./docs/README.md#bengali-crf-ner)\n- [Text Cleaning](./docs/README.md#text-cleaning)\n- [Corpus](./docs/README.md#bengali-corpus-class)\n   - Letters, vowels, punctuations, stopwords\n\n## Installation\n\n### PIP installer\n\n  ```\n  pip install bnlp_toolkit\n  ```\n  **or Upgrade**\n\n  ```\n  pip install -U bnlp_toolkit\n  ```\n  - Python: 3.8, 3.9, 3.10, 3.11\n  - OS: Linux, Windows, Mac\n\n### Build from source\n```\ngit clone https://github.com/sagorbrur/bnlp.git\ncd bnlp\npython setup.py install\n```\n\n## Sample Usage\n\n```py\nfrom bnlp import BasicTokenizer\n\ntokenizer = BasicTokenizer()\n\nraw_text = \"আমি বাংলায় গান গাই।\"\ntokens = tokenizer(raw_text)\nprint(tokens)\n# output: [\"আমি\", \"বাংলায়\", \"গান\", \"গাই\", \"।\"]\n```\n\n## Documentation\nFull documentation are available [here](https://sagorbrur.github.io/bnlp/)\n\nIf you are using previous version of **bnlp** check the documentation [archive](https://sagorbrur.github.io/bnlp/docs/archive)\n\n## Contributor Guide\n\nCheck [CONTRIBUTING.md](https://github.com/sagorbrur/bnlp/blob/master/CONTRIBUTING.md) page for details.\n\n\n## Thanks To\n\n* [Semantics Lab](https://www.facebook.com/lab.semantics/)\n* All the developers who are contributing to enrich Bengali NLP.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsagorbrur%2Fbnlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsagorbrur%2Fbnlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsagorbrur%2Fbnlp/lists"}