GitHub - QLS-MiCM/2022_Dim_Reduction: MiCM workshop on dimensionality reduction using Binder image of Jupyter Notebook

MiCM 2022 workshop on dimensionality reduction. We will be using Python as part of a Jupyter Notebook, hosted as a Binder image for ease-of-use.

Name		Name	Last commit message	Last commit date
.github/workflows		.github/workflows
MP.pickle		MP.pickle
MP_genes.pickle		MP_genes.pickle
MiCM2022_Dim_Reduction_notebook.ipynb		MiCM2022_Dim_Reduction_notebook.ipynb
MiCM2022_Dim_Reduction_notebook_full.ipynb		MiCM2022_Dim_Reduction_notebook_full.ipynb
README.md		README.md
autoencoder.png		autoencoder.png
beach.jpeg		beach.jpeg
cca.png		cca.png
cell_IDs.pkl		cell_IDs.pkl
eeg_ica.jpeg		eeg_ica.jpeg
eeg_image.png		eeg_image.png
kpca.png		kpca.png
mca.jpeg		mca.jpeg
mnist.jpeg		mnist.jpeg
neuralnet.png		neuralnet.png
pca.png		pca.png
pca_proj.jpeg		pca_proj.jpeg
pca_vs_ica.png		pca_vs_ica.png
ppca.png		ppca.png
recipes.png		recipes.png
recipes2.png		recipes2.png
requirements.txt		requirements.txt
runtime.txt		runtime.txt
sample_info.csv		sample_info.csv
spring_graph.png		spring_graph.png
sub-010321_EC_downsamp.fdt		sub-010321_EC_downsamp.fdt
sub-010321_EC_downsamp.set		sub-010321_EC_downsamp.set
tensor.png		tensor.png
tsne_perplexity.png		tsne_perplexity.png
umap.png		umap.png
umap_n_neighbors_min_dist.png		umap_n_neighbors_min_dist.png
vae.png		vae.png

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