twinning
DataFrame
twinning | DataFrame | |
---|---|---|
1 | 109 | |
24 | 2,275 | |
- | - | |
0.0 | 9.4 | |
over 1 year ago | 6 days ago | |
C++ | C++ | |
Apache License 2.0 | 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.
twinning
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[R] [S] Data Twinning
The R package for twinning can be installed from CRAN, and the Python module from GitHub.
DataFrame
- New multithreaded version of C++ DataFrame was released
- DataFrame: NEW Data - star count:2013.0
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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.
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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.
- Allocators; one of the ignored souls of STL
What are some alternatives?
secure-xgboost - Secure collaborative training and inference for XGBoost.
datatable - A Python package for manipulating 2-dimensional tabular data structures
GPBoost - Combining tree-boosting with Gaussian process and mixed effects models
db-benchmark - reproducible benchmark of database-like ops
MLPP - A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.
sktime - A unified framework for machine learning with time series
oneDAL - oneAPI Data Analytics Library (oneDAL)
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
SHOGUN - Shōgun
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.
scientific-visualization-book - An open access book on scientific visualization using python and matplotlib