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Top 23 Python Visualization Projects
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Redash
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
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Scout Monitoring
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plotly
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
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vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
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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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MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
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viztracer
VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.
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Flask JSONDash
:snake: :bar_chart: :chart_with_upwards_trend: Build complex dashboards without any front-end code. Use your own endpoints. JSON config only. Ready to go.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Redash: Connect to data source, easily visualize, dashboard and share your data | news.ycombinator.com | 2024-03-20
Bokeh - Interactive Web Plotting for Python.
Project mention: Yes, Python and Matplotlib can make pretty charts | news.ycombinator.com | 2024-04-16
Project mention: Show HN: Use an "eraser" to clean data on flight without breaking your workflow | news.ycombinator.com | 2024-03-15
Project mention: Show HN: Exploring HN by mapping and analyzing 40M posts and comments for fun | news.ycombinator.com | 2024-05-09Indeed, TensorFlow likes pushing everything to the GPU by default whereas many PyTorch DL implementations encourage feeding data from the CPU to the GPU as needed with a DataLoader.
There have been attempts at a PyTorch port of Parametric UMAP (https://github.com/lmcinnes/umap/issues/580) but nothing as good.
Project mention: StreamingLLM: tiny tweak to KV LRU improves long conversations | news.ycombinator.com | 2024-02-13This seems only to work cause large GPTs have redundant, undercomplex attentions. See this issue in BertViz about attention in Llama: https://github.com/jessevig/bertviz/issues/128
curl is fantastic. There's also HTTPStat which provides a waterfall visualization on top of curl timings: https://github.com/reorx/httpstat
There's also Skytrace (made by yours truly), which provides timing info as a waterfall visualization inspired by HTTPStat + lots more (syntax highlighting for responses, built-in JMESPath support, command-line assertions and checks etc) - https://github.com/artilleryio/artillery/tree/main/packages/...
I know I've tooted its horn before, but Orange3 is a pretty neat Python-based GUI platform that makes this and a metric buttload of other statistical/ML techniques available to non-programmer types.
Just watch out for null character `x00` in the corpus. That always seems to kill it stone dead.
https://orangedatamining.com/
https://orange3.readthedocs.io/projects/orange-visual-progra...
Project mention: Ask HN: C/C++ developer wanting to learn efficient Python | news.ycombinator.com | 2024-04-10* https://github.com/gaogaotiantian/viztracer get a timeline of execution vs call-stack (great to discover what's happening deep inside pandas)
Has anyone figured out how to pair magit with git-sim (https://github.com/initialcommit-com/git-sim) so that you can use magit's controls but then get a picture of what you're about to do before you do it?
https://streamlit.io/ https://wave.h2o.ai/ https://reflex.dev/
PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
VisPy - High-performance scientific visualization based on OpenGL.
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 Visualization related posts
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Plotille: Plot in the terminal using Braille dots
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Yes, Python and Matplotlib can make pretty charts
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Graph Data Fits in Memory
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Redash: Connect to data source, easily visualize, dashboard and share your data
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The "missing" graph datatype already exists. It was invented in the '70s
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Marsilea: Declarative creation of composable visualization for Python
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Vega-Altair: Declarative Visualization in Python
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A note from our sponsor - InfluxDB
www.influxdata.com | 8 Jun 2024
Index
What are some of the best open-source Visualization projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Redash | 25,184 |
| 2 | bokeh | 18,941 |
| 3 | plotly | 15,478 |
| 4 | pygwalker | 10,451 |
| 5 | vaex | 8,194 |
| 6 | tensorboardX | 7,814 |
| 7 | umap | 7,109 |
| 8 | bertviz | 6,492 |
| 9 | MMdnn | 5,781 |
| 10 | httpstat | 5,597 |
| 11 | lux | 5,044 |
| 12 | aim | 4,881 |
| 13 | orange | 4,656 |
| 14 | viztracer | 4,540 |
| 15 | quantstats | 4,408 |
| 16 | yellowbrick | 4,219 |
| 17 | git-sim | 4,110 |
| 18 | vprof | 3,948 |
| 19 | wave | 3,880 |
| 20 | PyQtGraph | 3,723 |
| 21 | chartify | 3,492 |
| 22 | Flask JSONDash | 3,292 |
| 23 | VisPy | 3,239 |
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