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Top 23 Python Dash Projects
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vidgear
A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire:
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
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bitcoinlib
Bitcoin and other Cryptocurrencies Library for Python. Includes a fully functional wallet, Mnemonic key generation and management and connection with various service providers to receive and send blockchain and transaction information.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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bitcoin-etl
ETL scripts for Bitcoin, Litecoin, Dash, Zcash, Doge, Bitcoin Cash. Available in Google BigQuery https://goo.gl/oY5BCQ
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hiitpi
A workout trainer Dash/Flask app that helps track your HIIT workouts by analyzing real-time video streaming from your sweet Pi using machine learning and Edge TPU..
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dash-tools
DashTools - Plotly Dash Command Line Tools - Create, Run and Deploy Templated Python Apps from Terminal
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flask-dash-app
Embed Plotly Dash into your Flask applications. Docker-based Flask project wrapping Plotly's Dash. Include multiple Dash apps in a single Flask app.
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MAGI
MAGI system is a cluster of three AI supercomputers that manage and support all task performed by the NERV organization from their Tokyo-3 headquarter. (by TomaszRewak)
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oneFace
Generating interfaces(CLI, Qt GUI, Dash web app) from a Python function or a command program.
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dash-local-react-components
Enables loading react components in Dash applications directly from local project files, without any need for a separate build process.
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SaaSHub
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My experience that played out over the last few weeks lead me to a similar belief, somewhat. For rather uninteresting reasons I decided I wanted to create mp4 videos of an animation programmatically, from scratch.
The first solution suggested when googling around is to just create all the frames, save them to disk, and then let ffmpeg do its thing from there. I would have just gone with that for a one-off task, but it seems like a pretty bad solution if the video is long, or high res, or both. Plus, what I really wanted was to build something more "scalable/flexible".
Maybe I didn't know the right keywords to search for, but there really didn't seem to be many options for creating frames, piping them straight to an encoder, and writing just the final video file to disk. The only one I found that seemed like it could maybe do it the way I had in mind was VidGear[1] (Python). I had figured that with the popularity of streaming, and video in general on the web, there would be so much more tooling for these sorts of things.
I ended up digging way deeper into this than I had intended, and built myself something on top of Membrane[2] (Elixir)
[1] https://abhitronix.github.io/vidgear/
Project mention: Help! Interviewing for ML and modern CV positions (plus a ML model explainer dashboard) | /r/OMSCS | 2023-05-11
Project mention: Small, easy to press, IoT button for triggering tasks? Using Tile now but my mother with Arthritis has trouble. | /r/tasker | 2023-06-03Try searching for hacking amazon dash buttons, never did it myself, never had one. https://github.com/Nekmo/amazon-dash
Project mention: Bam viewer with custom fasta reference that's embeddable in Streamlit app? | /r/bioinformatics | 2023-06-30dash-bio This is another great choice, but unlike standard plotly figures, I need to find how to embedd dash widgets into streamlit. It seems possible, but it's not clear how to do it.
For anyone interested, here is the repository of the project: hithub
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Dash related posts
- Initial release of an environment packages exploration interface.
- Python Environment Exploration Interface
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dash VS solara - a user suggested alternative
2 projects | 13 Oct 2023
- Flask Dash App
- Bam viewer with custom fasta reference that's embeddable in Streamlit app?
- New L.A. County rental listings, week of 6-12-2023
- New L.A. County rental listings, week of 6-12-2023
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A note from our sponsor - WorkOS
workos.com | 26 Apr 2024
Index
What are some of the best open-source Dash projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | dash | 20,472 |
| 2 | vidgear | 3,190 |
| 3 | explainerdashboard | 2,224 |
| 4 | jupyter-dash | 947 |
| 5 | amazon-dash | 812 |
| 6 | dash-cytoscape | 571 |
| 7 | bitcoinlib | 565 |
| 8 | dash-bio | 510 |
| 9 | bitcoin-etl | 386 |
| 10 | dash-component-boilerplate | 260 |
| 11 | dash-flask-login | 243 |
| 12 | sd-material-ui | 189 |
| 13 | dasshio | 187 |
| 14 | fitly | 178 |
| 15 | hiitpi | 167 |
| 16 | dash-tools | 86 |
| 17 | flask-dash-app | 66 |
| 18 | YOPO-You-Only-Plot-Once | 39 |
| 19 | MAGI | 37 |
| 20 | oneFace | 36 |
| 21 | dash-local-react-components | 22 |
| 22 | blocktracker | 16 |
| 23 | Regress.me | 14 |
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