oneDAL
DataFrame
oneDAL | DataFrame | |
---|---|---|
1 | 109 | |
593 | 2,275 | |
0.3% | - | |
9.3 | 9.4 | |
about 20 hours ago | about 21 hours 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.
oneDAL
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?
scikit-learn-intelex - Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
datatable - A Python package for manipulating 2-dimensional tabular data structures
nebula - A distributed block-based data storage and compute engine
db-benchmark - reproducible benchmark of database-like ops
Data-Structures-and-Algorithms - Data Structures and Algorithms implemented In Python, C, C++, Java or any other languages. Aimed to help strengthen the concepts of DSA. Give a Star 🌟 if it helps you.
sktime - A unified framework for machine learning with time series
ClickHouse - ClickHouse® is a free analytics DBMS for big data
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
igel - a delightful machine learning tool that allows you to train, test, and use models without writing code
zhetapi - A C++ ML and numerical analysis API, with an accompanying scripting language.
twinning - Data Twinning
faiss - A library for efficient similarity search and clustering of dense vectors.