NumCpp
Data-Structures-and-Algorithms
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| NumCpp | Data-Structures-and-Algorithms | |
|---|---|---|
| 4 | 1 | |
| 3,377 | 2 | |
| - | - | |
| 6.4 | 5.9 | |
| 4 months ago | 21 days ago | |
| C++ | Python | |
| MIT License | - |
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NumCpp
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Machine Learning using C++ vs Python
Yeah, as someone who writes C++ daily for their ML related job, I concur that the cost of executing a convolutions dwarves the overhead of calling from Python. So as much as I like C++ over Python (because static compilation to find little typos or type mismatches ahead of time is much nicer than exploding 5 minutes later into my batched vision recognition problem 😠), generally for small problems, Python is a nice quick and dirty approach. I do have my eye though on this little C++ numpy clone.
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Can i use numpy with c or c++ ?
Despite being written in C itself, the primary external API is for Python, and though it is possible to call via C, it's quite ungainly (several ref-counted Py_* calls and structs). It's probably easier to just consume a library that targets C++ directly like xtensor (https://xtensor.readthedocs.io/en/latest/numpy.html) or NumCpp (https://github.com/dpilger26/NumCpp).
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trouble with linspace functions
I am trying to feed 2 different 3 column 1 row arrays into a linspace function using the NumCPP package, but i'm getting errors such as:
- Read python pickle files in C++
Data-Structures-and-Algorithms
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A step by step guide to the Counting Sort algorithm
The implementation of the algorithm in multiple programming languages (C++, C# and Python) is available at my GitHub repository.
What are some alternatives?
eigen
xeus-python - Jupyter kernel for the Python programming language
RxCpp - Reactive Extensions for C++
EPIJudge - EPI Judge - Preview Release
examples - Example data structures and algorithms
Apache Thrift - Apache Thrift
vinum - Vinum is a SQL processor for Python, designed for data analysis workflows and in-memory analytics.
Atomic Game Engine - The Atomic Game Engine is a multi-platform 2D and 3D engine with a consistent API in C++, C#, JavaScript, and TypeScript
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.
casadi - CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
tuninglib - A C++ Class and Template Library for Performance Critical Applications