GitHub - alamkanak/Parkinsons-Research: An experiment to detect Parkinson's Disease using speech data

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An experiment to detect Parkinson's Disease using speech data

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Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
.gitignore		.gitignore
01-data-analysis.ipynb		01-data-analysis.ipynb
02-autoencoder.ipynb		02-autoencoder.ipynb
03-stacked-autoencoder.ipynb		03-stacked-autoencoder.ipynb
04-stacked-autoencoder-classify.ipynb		04-stacked-autoencoder-classify.ipynb
05-data-analysis-pt-2.ipynb		05-data-analysis-pt-2.ipynb
06-grid-search.ipynb		06-grid-search.ipynb
07-plot-results.ipynb		07-plot-results.ipynb
08-grid-search-v2.ipynb		08-grid-search-v2.ipynb
09-plot-results-v2.ipynb		09-plot-results-v2.ipynb
10-grid-search-v3.ipynb		10-grid-search-v3.ipynb
11-plot-results-v3.ipynb		11-plot-results-v3.ipynb
12-cross-validation-v1.ipynb		12-cross-validation-v1.ipynb
13-dropout.ipynb		13-dropout.ipynb
14-plot-results-v4.ipynb		14-plot-results-v4.ipynb
15-knn.ipynb		15-knn.ipynb
16-split-data.ipynb		16-split-data.ipynb
17-autoencoder.ipynb		17-autoencoder.ipynb
18-autoencoder-02.ipynb		18-autoencoder-02.ipynb
19-autoencoder-classify.ipynb		19-autoencoder-classify.ipynb
20-autoencoder.ipynb		20-autoencoder.ipynb
21-autoencoder-02.ipynb		21-autoencoder-02.ipynb
22-autoencoder-classify.ipynb		22-autoencoder-classify.ipynb
23-accuracy.ipynb		23-accuracy.ipynb
23-autoencoder-knn.ipynb		23-autoencoder-knn.ipynb
24-fine-tune.ipynb		24-fine-tune.ipynb
25-stacked-autoencoder.ipynb		25-stacked-autoencoder.ipynb
26-fine-tune.ipynb		26-fine-tune.ipynb
27-fine-tune-binary.ipynb		27-fine-tune-binary.ipynb
28-knn-on-sae.ipynb		28-knn-on-sae.ipynb
29-split-data.ipynb		29-split-data.ipynb
30-stacked-autoencoder-50-test-size.ipynb		30-stacked-autoencoder-50-test-size.ipynb
31-fine-tune-binary-50.ipynb		31-fine-tune-binary-50.ipynb
32-knn-on-sae-50.ipynb		32-knn-on-sae-50.ipynb
33-fine-tune-multiclass-50.ipynb		33-fine-tune-multiclass-50.ipynb
34-autoencoder-1.ipynb		34-autoencoder-1.ipynb
35-autoencoder-2.ipynb		35-autoencoder-2.ipynb
36-fine-tune-multiclass-50.ipynb		36-fine-tune-multiclass-50.ipynb
37-autoencoder-2.ipynb		37-autoencoder-2.ipynb
38-knn-on-sae-50.ipynb		38-knn-on-sae-50.ipynb
39-resnet.ipynb		39-resnet.ipynb
40-resnet-2.ipynb		40-resnet-2.ipynb
42-split-data.ipynb		42-split-data.ipynb
43-autoencoder-1.ipynb		43-autoencoder-1.ipynb
44-autoencoder-2.ipynb		44-autoencoder-2.ipynb
45-resnet-2-30.ipynb		45-resnet-2-30.ipynb
46-autoencoder-1-10.ipynb		46-autoencoder-1-10.ipynb
48-resnet-2-10.ipynb		48-resnet-2-10.ipynb
50-oxford-split-data.ipynb		50-oxford-split-data.ipynb
51-oxford-autoencoder-1-10-01.ipynb		51-oxford-autoencoder-1-10-01.ipynb
52-oxford-autoencoder-2-10-01.ipynb		52-oxford-autoencoder-2-10-01.ipynb
53-oxford-resnet-2-10.ipynb		53-oxford-resnet-2-10.ipynb
54-visualize-performance-01.ipynb		54-visualize-performance-01.ipynb
55-oxford-visualize-performance-01.ipynb		55-oxford-visualize-performance-01.ipynb
56-autoencoder-1-30.ipynb		56-autoencoder-1-30.ipynb
57-autoencoder-2-30.ipynb		57-autoencoder-2-30.ipynb
58-resnet-2-30.ipynb		58-resnet-2-30.ipynb
59-oxford-autoencoder-1-30-01.ipynb		59-oxford-autoencoder-1-30-01.ipynb
60-oxford-autoencoder-2-30-01.ipynb		60-oxford-autoencoder-2-30-01.ipynb
61-oxford-resnet-30-01.ipynb		61-oxford-resnet-30-01.ipynb
62-oxford-visualize-autoencoder-1.ipynb		62-oxford-visualize-autoencoder-1.ipynb