文件名称:GDAFinalProject:Parth Vora和Robby Waxman进行的580.743最终项目
文件大小:159.2MB
文件格式:ZIP
更新时间:2024-05-06 23:38:58
JupyterNotebook
GDAF最终项目 Parth Vora和Robby Waxman进行的580.743最终项目
【文件预览】:
GDAFinalProject-main
----DataParsing()
--------.ipynb_checkpoints()
--------PopulationParser.ipynb(4KB)
----.ipynb_checkpoints()
--------Samusik Clustering-checkpoint.ipynb(36KB)
--------FigureGeneration-checkpoint.ipynb(151KB)
----autoencoders-for-scrna-nonlinear-embeddings.ipynb(329KB)
----FigureGeneration.ipynb(175KB)
----Samusik Clustering.ipynb(49KB)
----s01_umap.npy(679KB)
----Figures()
--------2 layer AE embeddings samusik_01.png(95KB)
--------s01_umap.png(41KB)
--------6layerMetrics.png(14KB)
--------s01_tsne.png(88KB)
--------2layerMetrics.png(17KB)
--------6 layer AE embeddings samusik_01.png(91KB)
----SamusikData()
--------BM2_cct_normalized_05_non-Neutrophils.fcs(16.46MB)
--------population_assignments03.csv(849KB)
--------population_assignments06.csv(771KB)
--------BM2_cct_normalized_10_non-Neutrophils.fcs(14.69MB)
--------BM2_cct_normalized_07_non-Neutrophils.fcs(18.5MB)
--------population_assignments08.csv(859KB)
--------BM2_cct_normalized_06_non-Neutrophils.fcs(15.04MB)
--------desktop.ini(52B)
--------BM2_cct_normalized_01_non-Neutrophils.fcs(16.9MB)
--------population_assignments10.csv(757KB)
--------PopulationDescription.csv(378B)
--------population_assignments05.csv(848KB)
--------population_assignments01.csv(868KB)
--------BM2_cct_normalized_02_non-Neutrophils.fcs(17.08MB)
--------population_assignments04.csv(844KB)
--------BM2_cct_normalized_04_non-Neutrophils.fcs(15.71MB)
--------BM2_cct_normalized_08_non-Neutrophils.fcs(16.68MB)
--------population_assignments.txt(34.44MB)
--------BM2_cct_normalized_03_non-Neutrophils.fcs(16.45MB)
--------population_assignments07.csv(955KB)
--------population_assignments02.csv(880KB)
--------population_assignments09.csv(837KB)
--------BM2_cct_normalized_09_non-Neutrophils.fcs(16.25MB)
----README.md(75B)
----s01_tsne.npy(679KB)