*** List of code, data, and reports *** NB.1: the following list shows the minimum set of files to submit, and it does not cover everything. Those functions you defined by yourself (e.g MyCov.m) should be included in your submission so that your code runs on DICE properly without the need of any additional software. NB.2: Please do not include your 'dset.mat' or 'task2_data.txt' in your submission. NB.3: For Python code, please follow the instructions in the coursework handout. --- code --- Task 1.1 task1_1.m Task 1.3 task1_3.m Task 1.4 task1_mgc_cv.m Task 2.1 task2_hNeuron.m Task 2.2 task2_sNeuron.m Task 2.3 task2_find_hNN_A_weights.m (optional) Task 2.4 task2_hNN_A.m Task 2.5 task2_plot_regions_hNN_A.m Task 2.6 task2_hNN_AB.m Task 2.7 task2_plot_regions_hNN_AB.m Task 2.8 task2_sNN_AB.m Task 2.9 task2_plot_regions_sNN_AB.m --- data and plottings ( [Name of variable] ) -- Task 1.1 t1_S.mat [S] t1_R.mat [R] Task 1.3 t1_EVecs.mat [EVecs] t1_EVals.mat [EVals] t1_Cumvar.mat [Cumvar] t1_MinDims.mat [MinDims] Task 1.4 t1_mgc_5cv_PMap.mat [PMap] for = 1,2,3 for

= 1,2,3,4,5 t1_mgc_5cv

_Ms.mat [Ms] t1_mgc_5cv

_ck_Covs.mat [Covs] t1_mgc_5cv

_ck_CM.mat [CM] t1_mgc_5cv6_ck_CM.mat [CM] Task 2.3 task2_hNN_A_weights.txt Task 2.5 task2_regions_hNN_A.pdf Task 2.7 task2_regions_hNN_AB.pdf Task 2.9 task2_regions_sNN_AB.pdf --- Report --- Task 1.2 Findings (+ graphs) from the correlation matrix Task 1.3 (b) A graph of cumulative variance (c) Plotting of data on 2D PCA Task 1.4 Accuracy for CovKind=1,2,3 Task 1.5 A graph of accuracy wrt epsilon Findings Task 2.3 Structure of the network Explanation Task 2.10 Investigation