wave
metaflow-on-kubernetes-docs
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wave | metaflow-on-kubernetes-docs | |
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21 | 1 | |
3,834 | 7 | |
1.1% | - | |
9.2 | 1.8 | |
1 day ago | almost 2 years ago | |
Python | Shell | |
Apache License 2.0 | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
wave
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Streamlit alternatives but for Rust?
https://streamlit.io/ https://wave.h2o.ai/ https://reflex.dev/
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Launch HN: Pynecone (YC W23) β Web Apps in Pure Python
Looks similar to Nitro https://nitro.h2o.ai/ and Wave https://wave.h2o.ai/ - both open source. Nitro already works with WebAssembly via Pyodide. (Author here)
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Nice GUI
To write web gui in Python, there are some other open source alternatives.
If just want to port simple shell interactive interface to web gui, can check https://github.com/pywebio/PyWebIO
If want to get a production level dashboard by using Python, https://wave.h2o.ai/ <>
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Show HN: Hstream β quick Python web apps (Streamlit alternative using Htmx)
I think the demo site may have been hugged to death. It's not rendering anything for me.
I think it's also worth giving a shoutout to wave in this space; they have quite a few components you can use out-of-the-box https://github.com/h2oai/wave
- PyScript
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[D] What do you use to build UIs for your projects?
H2O Wave : https://wave.h2o.ai
- Creating a web app in Python without knowledge of HTML/CSS/JavaScript
- [P] Simple UI for deep learning model
- Using Python for Frontend
metaflow-on-kubernetes-docs
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[D] Whatβs the simplest, most lightweight but complete and 100% open source MLOps toolkit? -> MY OWN CONCLUSIONS
There are community Forks supporting Kubernetes and KFP. But they are not yet a part of the main framework and support is fluctuating. I think support should be available in the future.
What are some alternatives?
streamlit - Streamlit β A faster way to build and share data apps.
reactpy - It's React, but in Python
gradio - Build and share delightful machine learning apps, all in Python. π Star to support our work!
nicegui - Create web-based user interfaces with Python. The nice way.
clearml - ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
dephell - :package: :fire: Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump version.
pglet - Pglet - build internal web apps quickly in the language you already know!
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
metaflow - Build and manage real-life data science projects with ease.
BentoML - Build Production-Grade AI Applications
panel - Panel: The powerful data exploration & web app framework for Python