Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
GitHub Stars
Downloads by OS
Python Versions
Top Countries
Dependencies
148 optional dependencies
- attacut[full]
- attacut[noauto-torch]
- attacut[attacut]
- attaparse[attaparse]
- attaparse[dependency-parsing]
- attaparse[full]
- black[dev]
- bpemb[textaugment]
- bpemb[full]
- bpemb[extra]
- budoux[full]
- budoux[budoux]
- budoux[extra]
- build[dev]
- bump-my-version[dev]
- coverage[dev]
- deepcut[full]
- deepcut[noauto-tensorflow]
- emoji[full]
- emoji[thai2fit]
- epitran[full]
- epitran[ipa]
- esupar[esupar]
- esupar[full]
- fairseq[full]
- fairseq[translate]
- fairseq-fixed[full]
- fairseq-fixed[translate]
- fastai[generate]
- fastai[full]
- fastcoref[coreference-resolution]
- fastcoref[full]
- flake8[dev]
- flake8-type-checking[dev]
- gensim[thai2fit]
- gensim[extra]
- gensim[full]
- gensim[textaugment]
- huggingface-hub[noauto-network]
- khamyo[full]
- khamyo[abbreviation]
- khanaa[full]
- multiel[el]
- mypy[dev]
- nlpo3[full]
- nlpo3[nlpo3]
- nlpo3[compact]
- nltk[full]
- nltk[wordnet]
- nltk[extra]
- numpy[compact]
- numpy[esupar]
- numpy[full]
- numpy[ml]
- numpy[noauto-onnx]
- numpy[noauto-tensorflow]
- numpy[noauto-torch]
- numpy[onnx]
- numpy[thai2fit]
- numpy[thai2rom]
- numpy[benchmarks]
- onnxruntime[noauto-onnx]
- onnxruntime[onnx]
- onnxruntime[full]
- oskut[noauto-onnx]
- oskut[oskut]
- oskut[full]
- pandas[extra]
- pandas[full]
- pandas[wangchanglm]
- pandas[benchmarks]
- panphon[full]
- panphon[word-approximation]
- phunspell[noauto-cython]
- phunspell[full]
- phunspell[spell]
- pyicu[icu]
- pyicu[full]
- pyicu[compact]
- pylint[dev]
- python-crfsuite[full]
- python-crfsuite[compact]
- pyyaml[compact]
- pyyaml[full]
- pyyaml[benchmarks]
- ruff[dev]
- sacremoses[translate]
- sacremoses[full]
- sefr-cut[noauto-onnx]
- sefr-cut[sefr-cut]
- sefr-cut[full]
- sentencepiece[mt5]
- sentencepiece[noauto-torch]
- sentencepiece[onnx]
- sentencepiece[translate]
- sentencepiece[wangchanberta]
- sentencepiece[wangchanglm]
- sentencepiece[full]
- sentence-transformers[wsd]
- sentence-transformers[full]
- spacy[full]
- spacy[coreference-resolution]
- spacy-thai[full]
- spacy-thai[spacy-thai]
- spacy-thai[dependency-parsing]
- sphinx[docs]
- sphinx-copybutton[docs]
- sphinx-rtd-theme[docs]
- ssg[extra]
- ssg[full]
- ssg[ssg]
- symspellpy[spell]
- symspellpy[extra]
- symspellpy[full]
- thai-nner[thai-nner]
- thai-nner[noauto-torch]
- thai-nner[full]
- tltk[extra]
- tltk[full]
- tltk[noauto-torch]
- torch[translate]
- torch[qwen3]
- torch[thai2rom]
- torch[noauto-torch]
- torch[ml]
- torch[full]
- tox[dev]
- transformers[qwen3]
- transformers[dependency-parsing]
- transformers[esupar]
- transformers[full]
- transformers[mt5]
- transformers[noauto-torch]
- transformers[transformers-ud]
- transformers[translate]
- transformers[wangchanberta]
- transformers[wangchanglm]
- transformers[wtp]
- ufal-chu-liu-edmonds[dependency-parsing]
- ufal-chu-liu-edmonds[full]
- ufal-chu-liu-edmonds[transformers-ud]
- word2word[full]
- word2word[translate]
- wtpsplit[full]
- wtpsplit[noauto-torch]
- wtpsplit[wtp]
- wunsen[full]
- wunsen[wunsen]