evidently
gradio
Our great sponsors
evidently | gradio | |
---|---|---|
10 | 115 | |
4,539 | 27,927 | |
4.2% | 7.0% | |
9.5 | 9.9 | |
7 days ago | 1 day ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | 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.
evidently
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Batch ML deployment and monitoring blueprint using open-source
Repo:https://github.com/evidentlyai/evidently/tree/main/examples/integrations/postgres_grafana_batch_monitoring
- Looking for recommendations to monitor / detect data drifts over time
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State of the Art data drift libraries on Python?
Thank you for your answer. I'm trying it today and the the other libraries mentioned + https://github.com/evidentlyai/evidently
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Package for drift detection
evidently: https://github.com/evidentlyai/evidently
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The hand-picked selection of the best Python libraries released in 2021
Evidently.
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[D] 5 considerations for Deploying Machine Learning Models in Production – what did I miss?
Consideration Number #5: For model observability look to Evidently.ai, Arize.ai, Arthur.ai, Fiddler.ai, Valohai.com, or whylabs.ai.
gradio
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Show HN: Dropbase – Build internal web apps with just Python
There's also that library all the AI models started using that gives you a public URL to share. After researching it: https://www.gradio.app/ is the link.
It's used specifically for making simple UIs for machine learning apps. But I guess technically you could use it for anything.
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Show HN: Taipy – Turns Data and AI algorithms into full web applications
What is the business model for https://www.taipy.io/, https://streamlit.io/, or https://www.gradio.app/? These are nice tools - but how will the sponsoring businesses support themselves? I didn't see any mention of enterprise plans, etc. Is the answer simply that "we've not announced our revenue model yet"? What should one expect?
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🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑💻 🥇
Repo : https://github.com/gradio-app/gradio
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I gave commit rights to someone I didn't know
I disagree hard with this – for instance I've recently needed to dig into the code for the Gradio library, and when PRs are like https://github.com/gradio-app/gradio/pull/3300 (and the merge commit's message is what it is) it's hard to understand why some decisions have been made when doing `git annotate` later on.
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Introducing CommanderGPT. A project I been working for Desktop Automation.
Gradio for a ui that your commanderGPT can visit and use
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Is there a way to "share" my stable diffusion with a friend?
Gradio did have an issue for a while where your URL was guessable, so unless you had a password it was pretty easy to find, but as far as I know they've increased the complexity so much that it's no longer an issue.
- Why was Ooba updated with a new UI?
- WebUI IPv6
- The Windows one-click installer has been updated (4-bit and 8-bit should work out of the box)
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AUTOMATIC1111 "There is no requirement to make this software legally usable." Reminder, the webui is not open source.
It was in Venv/lib/site packages on October 9 in a folder titled analytics. The file actually gathered logs. By Oct 23, it was missing. Presumably replaced by: https://github.com/gradio-app/gradio/blob/main/gradio/utils.py which on its face gathers some kind of analytics. Although like I said Im not qualified to say what.
What are some alternatives?
streamlit - Streamlit — A faster way to build and share data apps.
great_expectations - Always know what to expect from your data.
stable-diffusion-webui - Stable Diffusion web UI
django-colorfield - :art: color field for django models with a nice color-picker in the admin.
panel - Panel: The powerful data exploration & web app framework for Python
gpt4all - gpt4all: run open-source LLMs anywhere
seldon-core - An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
MLflow - Open source platform for the machine learning lifecycle
CustomTkinter - A modern and customizable python UI-library based on Tkinter
whylogs - An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
InvokeAI - InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.