Pinned

1. EcoFish EcoFish Public

   This repo contains the R code used for analysis of EcoFish data used in my masters thesis. It also contains the files and images needed to recreate the thesis in latex.

   TeX 1

2. CancerData CancerData Public

   A repo for code used to recreate results seen in The Elements of Statistical Learning

   HTML 3 6

3. spam spam Public

   Analysis of a Spam Dataset using statistical modelling. Model bagging and boosting are applied in R. We demonstrate the use of decision trees, random forests, and gradient boosting.

   R 3

4. AmesHousing AmesHousing Public

   Code used for the Kaggle competition on the Ames Housing dataset. We use boosting and random forests , and combine models to form a final model. We also create an interactive heat map.

   R 1

5. ChestXray ChestXray Public

   Working through the Kaggle Chest Xray dataset in Python and Keras/Tensorflow. We use Convolutional Neural Networks (CNN) to build our model. We also demonstrate how you can visualize inner layers o…

   Python 1

6. MNIST MNIST Public

   Neural Networks for obtaining high levels of accuracy in minimal code on the MNIST digit data and MNIST fashion dataset. We also utilize callbacks for early stopping.

   Python