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Appreciations

We are grateful to our community, sponsors, partners and friends, especially ATHENNO Corporation and Yinson Holdings Bhd.

We are grateful to Taylor Otwell, Laravel, PHP and Node.js communities for some inspirations.

We are grateful to the communities behind these open-source projects on which we depend:

Core:

  • Python language
  • uv package manager
  • Ollama
  • Jupyter Notebook

Core Python Libraries, Data & Stats:

  • python-dotenv
  • numpy
  • pandas
  • polars
  • datasets
  • scipy
  • nltk
  • arrow

ML/AI & Models:

  • scikit-learn
  • PyTorch
  • Transformers by Hugging Face
  • Ollama
  • qwen2.5-coder and qwen-based models
  • DeepSeek-based models

Data Visualization:

  • matplotlib
  • seaborn
  • altair

Web, HTTP & Text Parsing:

  • requests
  • lxml
  • beautifulsoup4
  • playwright
  • markdownify
  • FastAPI
  • uvicorn

Dev, IDE, Data Generation & Testing:

  • pytest
  • ipykernel
  • mypy
  • pydantic
  • faker

Clients & APIs:

  • google-api-python-client

Typing:

  • types-requests
  • google-api-python-client-stubs
  • lxml-stubs
  • types-beautifulsoup4

Documentation:

  • mkdocs
  • mkdocs-material