Fusion

Fusion is a machine learning library

Installation and dependencies

You need python, uv, make

git clone https://github.com/plagache/fusion
cd fusion
make setup
make run

Objectives

Understand machine learning framework and autograd with the micrograd of Andrej Karpathy, and then add the tensor class. A Tensor containing a multidimensional array, in our case based on numpy ndarray.

Build small machine learning framework to complete the MLP project of 42

- [x] dot
- [ ] softmax
- [x] sigmoid
- [x] log

Build and train a small neural network to detect handwritten digits

- [x] Relu
- [x] div
- [x] exp
- [ ] pow
    - [ ] * itself ^N times