We help you discover awesome open-source machine-learning libraries and tools to boost your productivity. @LukasMasuch @raethlein

Joined June 2019
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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: opyrator-playground.mltoolin… 🔗 GitHub: github.com/ml-tooling/opyrat… This is a very early version. We are happy about feedback!
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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: opyrator-playground.mltoolin… 🔗 GitHub: github.com/ml-tooling/opyrat… This is a very early version. We are happy about feedback!
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This is powered by @streamlit, @tiangolo's FastAPI, and @samuelcolvin'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: github.com/ml-tooling/opyrat…
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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 🚀
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Machine Learning Tooling retweeted
Welp, REST API Web UI on the fly to interact with your favorite Python tools *clap clap clap* 👏👏
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: opyrator-playground.mltoolin… 🔗 GitHub: github.com/ml-tooling/opyrat… This is a very early version. We are happy about feedback!
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Machine Learning Tooling retweeted
For all @streamlit lovers: I made a list of the best Streamlit apps, ranked by Github stars 🏆 88 projects & counting. If you built sth awesome and want to add it, plz reach out! 🎈👉 github.com/jrieke/best-of-st…
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Thanks for mentioning our best-of-web-python list :) We have also created a few other best-of lists for Python: 🤖 Machine Learning: github.com/ml-tooling/best-o… 🐍 Python Overview: github.com/ml-tooling/best-o… 🏆 More: github.com/best-of-lists/bes… @brianokken @mkennedy @pythonbytes

The latest Python Bytes is out! Special guest @ogimoore and hosts @brianokken & @mkennedy. #217: Use your cloud SSD for fast, cross-process caching. Check it out at pythonbytes.fm/217
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Machine Learning Tooling retweeted
18 Jan 2021
Really impressed with CLIP, @OpenAI's recent model for image classification. I think it could change a LOT about how we train models. Little summary 🧵
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Machine Learning Tooling retweeted
Ihr sucht die besten #OpenSource-Projekte zu #MachineLearning mit #Python oder vielleicht die besten #Jupyter-Projekte? Dann gefallen euch bestimmt diese Best-of-Listen von @mltooling, einem der Projekte aus unserer aktuellen Förderrunde:
🎉 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. 🔗 github.com/best-of-lists/bes… You can find our initial best-of lists in the thread below 👇
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Machine Learning Tooling retweeted
"Best-of Machine Learning with Python:" github.com/ml-tooling/best-o…. Nice collection! And I am super flattered that MLxtend made the list! :) (Also, this " ▶" summary-detail thingy is super cool -- I had no idea it was possible in GitHub markdown!)
best-of-ml-python: A ranked list of awesome machine learning Python libraries reddit.com/r/MachineLearning…
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Machine Learning Tooling retweeted
15 Jan 2021
We're very happy that sktime made it into the list of the "Best of ML in Python" for time series analysis together with some other awesome libraries! #MachineLearning #TimeSeries #Python github.com/ml-tooling/best-o…
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🎉 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. 🔗 github.com/best-of-lists/bes… You can find our initial best-of lists in the thread below 👇
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🏆 best-of-python A general overview of awesome Python libraries and tools. Curated, ranked by quality, and updated weekly. 🔗 github.com/ml-tooling/best-o… @ThePSF @PyData @PythonWeekly @PythonHub @realpython @pycoders @fullstackpython @getpy @PythonHub @Kaggle
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🏆 best-of-python-dev A ranked list of awesome Python developer tools and libraries. Curated, ranked by quality, and updated weekly. 🔗 github.com/ml-tooling/best-o… With libraries related to @pytestdotorg @pypi @mypyproject @squidfunk's MkDocs @anacondainc @ThePyCQA's flake8
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🏆 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:mltooling.medium.com/top-5-m…
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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 📬 mltooling.substack.com/subsc…
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Machine Learning Tooling retweeted
13 Jan 2021
The Dask JupyterLab extension is now JupyterLab 3.0 compatible. This makes it much easier to install conda create -n test python=3.8 conda activate test pip install jupyterlab pip install --pre dask-labextension Thanks @IanRRose !
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Machine Learning Tooling retweeted
JupyterLab 3.0 is released! - visual debugger - support for multiple display languages - table of content for notebooks - improved extension system. Check out the announcement blog post. blog.jupyter.org/jupyterlab-…
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