Lottery Ticket Hypothesis Extended Experiments

This repository contains a replication of some of the results from the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" https://arxiv.org/abs/1803.03635.

Run the experiments

The experiments can be run by running lottery_ticket_hypothesis/run_experiment.py. The parameters of the experiment can be changed by modifying the parameters to the ExperimentConfig instantiation in that file.

Plots

The creation of the plots in the report can be seen in the notebooks folder.