scientific-visualization-book
An open access book on scientific visualization using python and matplotlib (by rougier)
DataFrame
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage (by hosseinmoein)
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| scientific-visualization-book | DataFrame | |
|---|---|---|
| 17 | 109 | |
| 10,030 | 2,258 | |
| - | - | |
| 3.6 | 9.2 | |
| 3 months ago | 5 days ago | |
| Python | C++ | |
| GNU General Public License v3.0 or later | BSD 3-clause "New" or "Revised" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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
Posts with mentions or reviews of scientific-visualization-book.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-22.
- 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.
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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
- 📘 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
DataFrame
Posts with mentions or reviews of DataFrame.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-03.
- New multithreaded version of C++ DataFrame was released
- DataFrame: NEW Data - star count:2013.0
-
C++ DataFrame vs. Polars
For a while, I have been hearing that Polars is so frighteningly fast that you shouldn’t look directly at it with unprotected eyes. So, I finally found time to learn a bit about Polars and write a very simple test/comparison for C++ DataFrame vs. Polars.
-
C++ Show and Tell - July 2023
I have worked on C++ DataFrame for the past 5+ years in my spare times. It is comparable to Pandas or R data.frame, although it includes a lot more functionality.
- Allocators; one of the ignored souls of STL
What are some alternatives?
When comparing scientific-visualization-book and DataFrame you can also consider the following projects:
datatable - A Python package for manipulating 2-dimensional tabular data structures
sktime - A unified framework for machine learning with time series
db-benchmark - reproducible benchmark of database-like ops
Altair - Declarative statistical visualization library for Python
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
oz - Data visualizations in Clojure and ClojureScript using Vega and Vega-lite
zhetapi - A C++ ML and numerical analysis API, with an accompanying scripting language.
mplcyberpunk - "Cyberpunk style" for matplotlib plots
faiss - A library for efficient similarity search and clustering of dense vectors.
scientific-visualization-book vs datatable
DataFrame vs datatable
scientific-visualization-book vs sktime
DataFrame vs db-benchmark
scientific-visualization-book vs db-benchmark
DataFrame vs sktime
scientific-visualization-book vs Altair
DataFrame vs polars
scientific-visualization-book vs oz
DataFrame vs zhetapi
scientific-visualization-book vs mplcyberpunk
DataFrame vs faiss