nimpylib
nimtorch
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| nimpylib | nimtorch | |
|---|---|---|
| 1 | 3 | |
| 182 | 452 | |
| - | - | |
| 3.4 | 10.0 | |
| 3 months ago | almost 5 years ago | |
| Nim | Nim | |
| MIT License | MIT License |
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nimpylib
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Why I Use Nim instead of Python for Data Processing
Another nim & python thread that has not been mentioned yet here
https://news.ycombinator.com/item?id=28506531 - project allows creating pythonic bindings for your nim libraries pretty easily, which can be useful if you still want to write most of your toplevel code in python, but leverage nim's speed when it matters.
If you want to make your nim code even more "pythonic" there is a https://github.com/Yardanico/nimpylib, and for calling some python code from nim there is a https://github.com/yglukhov/nimpy
nimtorch
- NimTorch: PyTorch front end by generating C++ native ATen code
- Nim Front End for Pytirch
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Why I Use Nim instead of Python for Data Processing
There’s been a tremendous amount of work optimizing blas _and_ ensuring it’s numerically stable. Julia made a good choice to use blas first. Though it’s good to see new native implementations.
For Nim, there’s also NimTorch which is interesting in that it builds on Nim’s C++ target to generate native PyTorch code. Even Python is technically a second class citizen for the C++ code. Most ML libraries are C++ all the way down.
What are some alternatives?
nimpy - Nim - Python bridge
Arraymancer - A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
Primes - Prime Number Projects in C#/C++/Python
PrimesResult - The results of the Dave Plummer's Primes Drag Race
scikit-bio - scikit-bio: a community-driven Python library for bioinformatics, providing versatile data structures, algorithms and educational resources.
nim-playground-frontend - The front-end for https://play.nim-lang.org
viroiddb - A curated database of all available viroid-like RNA sequences
boomer - Zoomer application for Linux
nim-fswatch - Nim wrapper for the fswatch library
biofast - Benchmarking programming languages/implementations for common tasks in Bioinformatics