NumSharp vs Pandas.NET

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NumSharp		Pandas.NET
	Project
4	Mentions	2
1,314	Stars	539
1.2%	Growth	2.8%
3.3	Activity	6.4
5 months ago	Latest Commit	18 days ago
C#	Language	C#
Apache License 2.0	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.

NumSharp

Posts with mentions or reviews of NumSharp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-04.

AI .NET
4 projects | /r/dotnet | 4 Jun 2023

Check this link https://github.com/SciSharp
What APIs/Libraries do you think .NET is missing, that can be found in other programming platforms/languages?
1 project | /r/dotnet | 2 Sep 2021

Have you tried SciSharpSciSharp for your use cases?
.NET Core In Artificial Intelligence Series-Overview
5 projects | dev.to | 17 Aug 2021

In Python, we need to use Numpy to do a large amount of data processing, complete matrix operations, and multi-dimensional data conversion. NumSharp is an open source .NET Core version of Numpy provided by a third party. (Github https://github.com/SciSharp/NumSharp)
Not serious: performance of an extreme monster class
2 projects | /r/csharp | 1 May 2021

https://github.com/SciSharp/NumSharp/tree/master/src/NumSharp.Core/Backends/Default This is a monster class I wrote, a backend engine of Python's numpy ported to pure C#. Around 300k lines (mostly generated) Visual studio has no issues opening it but Rider and Resharper crash after 10 minutes of use after opening any of the partial files which will work if you turn of Solution-Wide Analysis.

Pandas.NET

Posts with mentions or reviews of Pandas.NET. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-06.

What to use instead of DataTable?
2 projects | /r/dotnet | 6 Oct 2022

Another option is https://github.com/SciSharp/Pandas.NET but it looks also as a toy project without examples/tutorials.
Coming from Python and wondering if I should use Pandas.NET or learn built-in Dataframe stuff
5 projects | /r/dotnet | 6 Oct 2021

I need to port some of my tools to this new language and I noticed that there is a Pandas.NET github repo which looks like it might be decent. But I see there is also a fairly new Dataframe feature in .Net Core and I don't know if I should learn that instead.

What are some alternatives?

When comparing NumSharp and Pandas.NET you can also consider the following projects:

csharpier - CSharpier is an opinionated code formatter for c#.

ExcelDataReader - Lightweight and fast library written in C# for reading Microsoft Excel files

TensorFlow.NET - .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

FileHelpers - The FileHelpers are a free and easy to use .NET library to read/write data from fixed length or delimited records in files, strings or streams

TorchSharp - A .NET library that provides access to the library that powers PyTorch.

CsvHelper - Library to help reading and writing CSV files

TensorFlowSharp - TensorFlow API for .NET languages

ASP.NET Core - ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.

orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis

flatfileexporter - Flat File Exporter - .Net desktop gui to pass a sql script or stored proc name to export a flat file, csv, txt, etc or an xlsx. Python backend can be used via CLI for automation.

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