mlp

Introduction to artificial neural networks, with the implementation of a multilayer perceptron.

Install

uv venv --python 3.12 .venv && uv pip install -e .

Run

uv run python examples/train_mlp.py
uv run python examples/inference_mlp.py

ToDo

• split train and prediction program
• refacto loss function
• implement SGD

my intuition is that giving 80% of the dataset in one pass of our model will make it learn so fast. it does not need to reajust much its weight.