scientific-visualization-book
Altair
| scientific-visualization-book | Altair | |
|---|---|---|
| 17 | 43 | |
| 10,080 | 8,946 | |
| - | 1.1% | |
| 3.6 | 9.0 | |
| 4 months ago | 2 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | BSD 3-clause "New" or "Revised" License |
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.
scientific-visualization-book
- Scientific Visualization: Python and Matplotlib
-
Which latest DS Skill you are working on currently?
knowing matplotlib really well gets really pro viz tbh, this https://github.com/rougier/scientific-visualization-book is the best resource for it imo. Its a bit more work but you can get really great results
- Book or web book recommendation request: a data visualization cookbook using Python for scientists.
-
What's New in Matplotlib 3.6.0
I had the same problem until I found this tutorial:
https://github.com/rougier/matplotlib-tutorial
If you wan something deeper the same person has written a book:
https://github.com/rougier/scientific-visualization-book
-
looking for scientific visualization book in julia
i saw this one : > https://github.com/rougier/scientific-visualization-book
- Scientific-Visualization-Book - None
- đ An open access book on scientific visualization using python and matplotlib, h/t @MikeTamir
-
Dyson hatching (dungeon map)
I re-created the hatching using matplotlib as shown here.
-
Dungeon map rendering using matplotlib
From the open access book "Scientific Visualization: Python + Matplotlib. Code: dungeon.py
-
Ask HN: What is the best book on data visualization in 2021?
For python this open access book is excellent: https://github.com/rougier/scientific-visualization-book
Altair
-
Ask HN: What's the best charting library for customer-facing dashboards?
I like Vega-Lite: https://vega.github.io/vega-lite/
Itâs built by folks from the same lab as D3, but designed as âa higher-level visual specification language on top of D3â [https://vega.github.io/vega/about/vega-and-d3/]
My favorite way to prototype a dashboard is to use Streamlit to lay things out and serve it and then use Altair [https://altair-viz.github.io/] to generate the Vega-Lite plots in Python. Then if you need to move to something besides Python to productionize, you can produce the same Vega-Lite definitions using the framework of your choice.
- FLaNK AI Weekly 18 March 2024
- FLaNK AI for 11 March 2024
-
Vega-Altair: Declarative Visualization in Python
Feel free to open an issue to let us know which parts of the documentation you find obscure and if you have suggestions for how to improve them. We did a larger overhaul a few months back and are always open to feedback on how to improve it further! https://altair-viz.github.io/
(disclaimer: I'm a co-maintainer of Altair)
-
Gnuplotlib: Non-Painful Plotting for NumPy
Vega-Altair is pretty great as well. It uses a grammar of graphics thatâs slightly different from ggplot, but has most of the same advantages.
https://altair-viz.github.io/
-
Mastering Matplotlib: A Step-by-Step Tutorial for Beginners
Altair - Declarative statistical visualization library for Python.
-
Top 10 growing data visualization libraries in Python in 2023
Github: Altair
- What python library you are using for interactive visualisation?(other than plotly)
- Libs para grĂĄficos
-
If you had to pick a library from another language (Rust, JS, etc.) that isnât currently available in Python and have it instantly converted into Python for you to use, what would it be?
Yeah, that's one of the main reasons I like altair. It has 10M downloads per month and the newest Git update is from two days ago.
What are some alternatives?
datatable - A Python package for manipulating 2-dimensional tabular data structures
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
sktime - A unified framework for machine learning with time series
bokeh - Interactive Data Visualization in the browser, from Python
db-benchmark - reproducible benchmark of database-like ops
seaborn - Statistical data visualization in Python
DataFrame - C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
ggplot - ggplot port for python
oz - Data visualizations in Clojure and ClojureScript using Vega and Vega-lite
plotnine - A Grammar of Graphics for Python
mplcyberpunk - "Cyberpunk style" for matplotlib plots
matplotlib - matplotlib: plotting with Python