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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.
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.
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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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plotly
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
Project mention: Top 10 growing data visualization libraries in Python in 2023 | dev.to | 2023-10-11Github: https://github.com/plotly/plotly.py
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Project mention: Show HN: Use an "eraser" to clean data on flight without breaking your workflow | news.ycombinator.com | 2024-03-15
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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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Project mention: [OC] Clustering Images with OpenAI CLIP, T-SNE, UMAP & Plotly | /r/dataisbeautiful | 2023-04-29
UMAP GitHub repository: https://github.com/lmcinnes/umap
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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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Project mention: StreamingLLM: tiny tweak to KV LRU improves long conversations | news.ycombinator.com | 2024-02-13
This 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
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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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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/...
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Project mention: Ask HN: What Underrated Open Source Project Deserves More Recognition? | news.ycombinator.com | 2024-03-07
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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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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?
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https://streamlit.io/ https://wave.h2o.ai/ https://reflex.dev/
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PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
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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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VisPy - High-performance scientific visualization based on OpenGL.
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Python Visualization related posts
- Redash: Connect to data source, easily visualize, dashboard and share your data
- The "missing" graph datatype already exists. It was invented in the '70s
- Marsilea: Declarative creation of composable visualization for Python
- Vega-Altair: Declarative Visualization in Python
- StreamingLLM: tiny tweak to KV LRU improves long conversations
- Displaying Content as a Graph
- Mastering Matplotlib: A Step-by-Step Tutorial for Beginners
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A note from our sponsor - SaaSHub
www.saashub.com | 28 Mar 2024
Index
What are some of the best open-source Visualization projects in Python? This list will help you:
Project | Stars | |
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1 | Redash | 24,789 |
2 | bokeh | 18,700 |
3 | plotly | 15,067 |
4 | pygwalker | 9,418 |
5 | vaex | 8,157 |
6 | tensorboardX | 7,777 |
7 | umap | 6,881 |
8 | bertviz | 6,268 |
9 | MMdnn | 5,772 |
10 | httpstat | 5,561 |
11 | lux | 4,902 |
12 | aim | 4,711 |
13 | orange | 4,563 |
14 | viztracer | 4,240 |
15 | yellowbrick | 4,183 |
16 | quantstats | 4,083 |
17 | git-sim | 4,059 |
18 | vprof | 3,940 |
19 | wave | 3,834 |
20 | PyQtGraph | 3,636 |
21 | chartify | 3,465 |
22 | Flask JSONDash | 3,286 |
23 | VisPy | 3,200 |