Geneformer / geneformer /in_silico_perturber_stats.py

Commit History

update function for N_Detections for mixture_model without anchor_token
df297bc

Christina Theodoris commited on

precommit formatting
f07bfd7

ctheodoris commited on

update with 12L and 20L i4096 gc95M models, multitask and quantiz code
933ca80

ctheodoris commited on

move dicts to init
ea428cb

ctheodoris commited on

update perturber stats to reflect cos sim and emb_extractor to suppress warnings for non-cls
25dd1da

ctheodoris commited on

update to account for set of perturbed genes with aggregate_data
eb038a6

ctheodoris commited on

Add classifier module and examples
9e9cca9

Christina Theodoris commited on

Handle case of single gene del for isp modeling of gene embs
316d817

Christina Theodoris commited on

edit docstring codeblock highlighting
d1931b1

Christina Theodoris commited on

update type of null_dict_list in docstring
79788b6

Christina Theodoris commited on

change doc formatting
17f036a

Christina Theodoris commited on

add sphinx docs
2a0dcbe

Christina Theodoris commited on

Add functions for extracting gene embeddings, move state_embs_dict outside isp, fix bugs in isp
2f25aea

Christina Theodoris commited on

Add option to output embs as tensor
624349c

Christina Theodoris commited on

Re-update stats to handle case of empty alt_states
78517d8

Christina Theodoris commited on

Add handling for case of alt_states being empty list
9e8dbe5

Christina Theodoris commited on

Fixed error with perturbing individual genes and updated ways to specify cell_states_to_model (#146)
9169bfd

ctheodoris davidjwen commited on

Add sorting for aggregating data for goal state shifts
50e921d

Christina Theodoris commited on

Update isp to allow modeling single perturbation in multiple cells as batches
acd253c

Christina Theodoris commited on

Correct order of state dict in in silico perturber stats and tensor dims of alt state emb in in silico perturber
3d06203

Christina Theodoris commited on

Add explanation of output columns and sort by largest shift
3072225

Christina Theodoris commited on

Modify documentation for modeling only 2 cell states
019165f

Christina Theodoris commited on

Add instructions for modeling only 2 states and modify stats script for that option
912860d

Christina Theodoris commited on

Add mixture model option for gene-gene interaction stats
dc1481d

Christina Theodoris commited on

Add stats with mixture model to determine whether test perturbation is in impact component
d20ad0a

Christina Theodoris commited on

Fixes to stats and adding gene dict attempt number 2 (#13)
42e9bf9

ctheodoris commited on

Rename isp stats methods to clarify mode.
188029e

ctheodoris commited on

Reorder/sort isp stats output in vs_null mode
f4fea1e

ctheodoris commited on

add in silico perturbation module
efec1c4

Christina Theodoris commited on