scientific-visualization-book
DataFrame
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scientific-visualization-book | DataFrame | |
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17 | 109 | |
9,995 | 2,219 | |
- | - | |
3.6 | 9.2 | |
2 months ago | 1 day ago | |
Python | C++ | |
GNU General Public License v3.0 or later | BSD 3-clause "New" or "Revised" License |
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scientific-visualization-book
- 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:
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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
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Open access book on scientific visualization using Python and matplotlib
This book is distributed under a non commercial license (CC-BY-NC-SA 4.0) [0].
While I understand that language is evolving and that only under a "strict definition" of open access does it mean removing barriers to copying and reuse [1], it's seems pretty duplicitous to say it's "open" while putting it under a non-commercial license.
[0] https://github.com/rougier/scientific-visualization-book/blo...
[1] https://en.wikipedia.org/w/index.php?title=Open_access&oldid...
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Scikit-Learn Version 1.0
Speaking of what's possible in matplotlib, I am very much looking forward to reading this book: https://github.com/rougier/scientific-visualization-book
DataFrame
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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.
- Looking for projects to contribute to
- Update on C++ Algo Trading/ Data Analysis tool
- Update on C++ DataFrame project
- What are some C++ projects with high quality code that I can read through?
- What are some cool modern libraries you enjoy using?
- Suggestion for general-purpose C++ libraries
- Is there any Date library like datetime from python
- C++ for data analysis
- CSV Parser
What are some alternatives?
datatable - A Python package for manipulating 2-dimensional tabular data structures
db-benchmark - reproducible benchmark of database-like ops
sktime - A unified framework for machine learning with time series
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
zhetapi - A C++ ML and numerical analysis API, with an accompanying scripting language.
faiss - A library for efficient similarity search and clustering of dense vectors.
Tiger - C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators
feedgnuplot - Tool to plot realtime and stored data from the commandline, using gnuplot.
Altair - Declarative statistical visualization library for Python