This is the source code for the course project: SYDE552
Our project titled: Unlocking the Potential: Exploring the Impact of Biology-Inspired Activation Functions
All the required packages are listed in the requirements.txt
- Root
- experiments: All the experiments been conducted
- cifar10: experiments on CIFAR-10 dataset
- minst: experiments on MINST dataset
- sensitiveparams: experiments on sensitivity of parameters
- src: Source code of our experiment framework
- *.ipynb: notebook of initial exploration
- experiments: All the experiments been conducted
We ran a number of experiments throughout our project. All the experiments can be found under the experiments
directory.