We build a tool to turn python functions into microservices with HTTP API and interactive UI, automatically generated based on Python type-hints. 💫 Live Demo: 🔗 GitHub: . This is a very early version. We are happy about feedback!

Wow, thanks for all the interest and feedback! . Since the alpha release last week: 1.8k Stars, 12k visitors, lots of feedback, and GitHub Trends for a few days 🥳 . Next step: making it super stable and useful 🚀

RT @andfanilo: Welp, REST API + Web UI on the fly to interact with your favorite Python tools. *clap clap clap* 👏👏

This is powered by @streamlit, @tiangolo's FastAPI, and @samuel_colvin's Pydantic. Pydantic models are not only super useful for HTTP APIs, but also perfectly suited to auto-generate interactive UIs for a large variety of tasks 🤯. 👉 Examples:

RT @jrieke: For all @streamlit lovers: I made a list of the best Streamlit apps, ranked by Github stars 🏆 88 projects & counting. If you bu….

Thanks for mentioning our best-of-web-python list :) We have also created a few other best-of lists for Python:. 🤖 Machine Learning: . 🐍 Python Overview: 🏆 More: @brianokken @mkennedy @pythonbytes.

RT @jrieke: Really impressed with CLIP, @OpenAI's recent model for image classification. I think it could change a LOT about how we train m….

RT @prototypefund: Ihr sucht die besten #OpenSource-Projekte zu #MachineLearning mit #Python oder vielleicht die besten #Jupyter-Projekte?….

RT @rasbt: "Best-of Machine Learning with Python:" Nice collection! And I am super flattered that MLxtend made the….

RT @sktime_toolbox: We're very happy that sktime made it into the list of the "Best of ML in Python" for time series analysis together with….

🏆 best-of-python-dev. A ranked list of awesome Python developer tools and libraries. Curated, ranked by quality, and updated weekly. 🔗 With libraries related to @pytestdotorg @pypi @mypyproject @squidfunk's MkDocs @anacondainc @ThePyCQA's flake8

🏆 best-of-python. A general overview of awesome Python libraries and tools. Curated, ranked by quality, and updated weekly. 🔗 @ThePSF @PyData @PythonWeekly @PythonHub @realpython @pycoders @fullstackpython @getpy @PythonHub @Kaggle

🏆 best-of-jupyter. A ranked list of awesome Jupyter Notebook, Hub, and Lab projects. Curated, ranked by quality, and updated weekly. 🔗 With projects related to @ProjectJupyter @nteractio @IPythonDev @plotlygraphs @matplotlib @bokeh @bqplot

🏆 best-of-web-python. A ranked list of awesome Python libraries for web development. Curated, ranked by quality, and updated weekly. 🔗 With libraries related to @djangoproject @tiangolo's FastAPI @PalletsTeam's Flask @OpenApiSpec @GraphQL @SwaggerApi

🏆 best-of-ml-python. A ranked list of awesome machine learning Python libraries. Curated, ranked by quality, and updated weekly. 🔗 With libraries related to @TensorFlow @PyTorch @ApacheMXNet @ApacheSpark @scikit_learn @pandas_dev @numpy_team @spacy_io

🎉 Introducing Best-of Lists. With best-of you can create ranked lists of awesome open-source projects. The lists are fully automated via @GitHub Actions, so it will never get outdated. 🔗 You can find our initial best-of lists in the thread below 👇.

🏆 Top 5 Model Interpretability Libraries for Python. 🥇 shap: 🏆 33 ⭐ 11k 🧑‍💻 @scottlundberg.🥈 lime: 🏆 29 ⭐8.3k 🧑‍💻 @marcotcr.🥉 eli5: 🏆 28 ⭐ 2.3k 🧑‍💻 @lopuhin.🥉 pyLDAvis: 🏆 28 ⭐ 1.4k 🧑‍💻 @bmabey.🥉 InterpretML: 🏆 27 ⭐ 3.4k 🧑‍💻 @Microsoft. More info:

We will tweet about awesome machine-learning libraries and tools with content on:. 📈 Weekly trending projects.🏆 Top-x projects of similar domains.🐣 Awesome newcomer projects.🔎 Detailed introductions of libraries.📰 Exciting news on machine-learning. 📬

RT @dask_dev: The Dask JupyterLab extension is now JupyterLab 3.0 compatible. This makes it much easier to install. conda create -n test p….

RT @ProjectJupyter: JupyterLab 3.0 is released!. - visual debugger.- support for multiple display languages.- table of content for notebook….