v1.0.0: VGAE applied to GM12878 vs IMR90 chr21 Hi-C at 25kb
Full reproducible pipeline: .mcool + ChIP-seq bigwigs → latent embeddings → A/B compartment calls → cross-cell comparison. Key results (chr21, 25 kb, latent dim=32): - Test AUC=0.777, AP=0.759 (converged epoch 31/300) - GM12878 A/B silhouette (cosine) = 0.775 - IMR90 zero-shot silhouette = 0.443 - A-compartment bins stable across cell types (mean cosine Δ=0.042) - B-compartment bins shift substantially (mean cosine Δ=0.451) - 101 B→A and 70 A→B compartment switches GM12878→IMR90
This commit is contained in:
48
.gitignore
vendored
48
.gitignore
vendored
@@ -1,30 +1,30 @@
|
||||
# Raw sequencing and contact data (large files; download via run_pipeline.sh)
|
||||
data/raw/
|
||||
|
||||
# Python
|
||||
__pycache__/
|
||||
*.pyc
|
||||
*.py[cod]
|
||||
*.pyo
|
||||
.pytest_cache/
|
||||
*.egg-info/
|
||||
dist/
|
||||
build/
|
||||
|
||||
# Conda / mamba envs
|
||||
.env/
|
||||
*.yml.lock
|
||||
# Environments
|
||||
.env
|
||||
*.env
|
||||
.venv/
|
||||
|
||||
# Data
|
||||
*.hic
|
||||
*.mcool
|
||||
*.cool
|
||||
*.bam
|
||||
*.bw
|
||||
*.bigwig
|
||||
*.bed
|
||||
*.pairs*
|
||||
*.pt
|
||||
*.npy
|
||||
*.csv
|
||||
*.png
|
||||
# Editors
|
||||
.vscode/
|
||||
.idea/
|
||||
*.swp
|
||||
*~
|
||||
|
||||
# Jupyter and logs
|
||||
*.ipynb_checkpoints/
|
||||
*.log
|
||||
# Jupyter
|
||||
.ipynb_checkpoints/
|
||||
*.ipynb
|
||||
|
||||
# OS
|
||||
.DS_Store
|
||||
|
||||
# Results / temp
|
||||
results/
|
||||
data/
|
||||
Thumbs.db
|
||||
|
||||
Reference in New Issue
Block a user