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best-of-streamlit's Introduction

Hey there, I'm Johannes! ๐Ÿ‘‹ I'm a product manager at @streamlit, where I'm responsible for Streamlit's open-source library (20k โญ๏ธ). My background is in physics, neuroscience, and machine learning. I tweet under @jrieke and you can find out more about me at www.jrieke.com

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best-of-streamlit's Issues

Add project: Garreg Mach Project

Project details:

Additional context:

The Garreg Mach Project aims to reduce costs associated with higher education, one step at a time.

Currently, the GMP Library is fully online for public use. The Library allows people to add links to academic resources in association with a particular course. This mandatory association is what sets it apart from other resource sharing websites such as libgen, as it allows the system to easily filter queries. So, if I only want to see the resources for the Modern Philosophy course at Vanderbilt University taught my Dr. Wuerth, for instance, the system can efficiently query that. The association also adds another layer of filter as it has presumably been deemed related to this course by the original uploader. The goal of the GMP Library is for students who are good at finding the locations of digital resources to help those who are not. This way, students will hopefully reduce the amount of money needed to spend on physical copies of the academic resources simply because they could not find them online.

In the future, I hope to expand the Garreg Mach Project to include other features that help reduce higher education costs.

As of now, this project only uses streamlit and mongoDB with very minimal dependencies. It should be a decent starting point as a demo for people who want to create a simple CRUD app with streamlit.

Add project: AutoML on R Datasets

Project details:

Additional context:
Search for R datasets using spaCy, then perform AutoML with TPOT!

Thanks!
Hi @jrieke! Just wanted to thank you in advance for creating this awesome repo. I made this mini-app that searches for R datasets using word embeddings and cosine similarity, then generates ML code using TPOT. The UI was inspired by your app traingenerator, which I cited in automl-rdataset's README, and I want to thank you for the inspiration.

I believe that Streamlit facilitates the development of "low-code" ML apps (such as traingenerator) and this is my tiny contribution to that space. Hope it can be added to the best-of-streamlit repo! :) Thank you @jrieke

Add project: Ask me Anything (AMA)

Project details:

Additional context:

This is a Visual Question Answering tool. You can ask a question about images, and the VQA system will answer them. Additionally, I have also visualised the regions of the image that the system looks at to answer. We can also see the words of the question that the system focuses on.

Add project: Streamlit Prophet

Hi, here is a new app to train, optimize and explain time series forecasting models visually!

Project details:

Additional context:

Here is a short article outlining the app's main features:
https://medium.com/artefact-engineering-and-data-science/visual-time-series-forecasting-with-streamlit-prophet-71d86a769928

Add project:

Project details:

Additional context:

This project is based on ChatGPT which recommend the top 3 Cannabis Strains for the user based on the After-Effects and the Flavor chosen by the user. There is also an existing dataset, which is used to extract the description of the suggested strains(from ChatGPT).

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