Pandas.NET
NumSharp
| Pandas.NET | NumSharp | |
|---|---|---|
| 2 | 4 | |
| 536 | 1,309 | |
| 2.2% | 0.8% | |
| 6.4 | 3.3 | |
| 6 days ago | 5 months ago | |
| C# | C# | |
| - | Apache License 2.0 |
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Pandas.NET
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What to use instead of DataTable?
Another option is https://github.com/SciSharp/Pandas.NET but it looks also as a toy project without examples/tutorials.
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Coming from Python and wondering if I should use Pandas.NET or learn built-in Dataframe stuff
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.
NumSharp
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AI .NET
Check this link https://github.com/SciSharp
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What APIs/Libraries do you think .NET is missing, that can be found in other programming platforms/languages?
Have you tried SciSharpSciSharp for your use cases?
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.NET Core
In Artificial Intelligence Series-Overview
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)
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Not serious: performance of an extreme monster class
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.
What are some alternatives?
ExcelDataReader - Lightweight and fast library written in C# for reading Microsoft Excel files
csharpier - CSharpier is an opinionated code formatter for c#.
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
TensorFlow.NET - .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
CsvHelper - Library to help reading and writing CSV files
TorchSharp - A .NET library that provides access to the library that powers PyTorch.
ASP.NET Core - ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.
TensorFlowSharp - TensorFlow API for .NET languages
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.
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
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