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bkkaggleleft a comment
This document is a little like https://github.com/k88hudson/git-flight-rules There's a lot of "hidden knowledge" online on places like Stackoverflow, Kaggle, and the Pytorch discussion forums that is really useful but not easily accessible to people who are just getting started with machine learning. This is why I made Machine learning flight rules, this Github repo compiles all of the things I...
Machine Learning Flight RulesTips and tricks for doing machine learning right
A guide for astronauts (now, people doing machine learning) about what to do when things go wrong.
Machine Learning Flight RulesTips and tricks for doing machine learning right
bkkaggleleft a comment
I made this over the summer as a way to learn more about C++ and lower-level machine learning concepts. I wanted to see how much I could build myself, without relying on other libraries to handle things like creating multidimensional arrays. Version 1 of this library focuses only supports a cpu backend at the moment since I'm not familiar enough with c++ to start working with CUDA and cudnn. It...
L2A deep learning library implemented from scratch in C++
L2 is a experimental deep learning library I wrote over the summer, using only the c++17 standard library. It contains a multidimensional numpy-style array class. On top of this, higher level modules allow for easily running machine learning experiments.
L2A deep learning library implemented from scratch in C++