Added anndata tokenizer and switched to Dataset.from_generator b6ca566 ricomnl commited on Aug 4, 2023
Fixed error with perturbing individual genes and updated ways to specify cell_states_to_model (#146) 9169bfd ctheodoris davidjwen commited on Aug 2, 2023
Add function to extract and plot cell embeddings d154fee Christina Theodoris commited on Jul 28, 2023
Update isp to allow modeling single perturbation in multiple cells as batches acd253c Christina Theodoris commited on Jul 16, 2023
Change list of individual IDs to set to ensure unique before subsetting into train/valid/test sets 45b9d69 Christina Theodoris commited on Jul 13, 2023
Add note to recommend tuning hyperparameters for downstream applications 98ce6d7 Christina Theodoris commited on Jul 7, 2023
Add instructions to convert gene annotations w/ Ensembl Biomart 77eb432 Christina Theodoris commited on Jul 6, 2023
Remove unused evalset variable from cell classification example 879a878 Christina Theodoris commited on Jul 1, 2023
Update links including unsorted example lengths file f0b6641 Christina Theodoris commited on Jun 25, 2023
Add example code for obtaining non-zero median digests 67b7f01 Christina Theodoris commited on Jun 16, 2023
Add further explanation regarding input file format for transcriptome tokenizer c34ead6 Christina Theodoris commited on Jun 12, 2023
Update instructions in tokenizing example to clarify requirement for Ensembl ID d468697 Christina Theodoris commited on Jun 11, 2023
Update instructions in tokenizing example to clarify requirement for Ensembl ID e606e1c Christina Theodoris commited on Jun 11, 2023
Add further explanation to tokenizer example script and updated tokenizer to match loompy raised error 78dd83b Christina Theodoris commited on Jun 10, 2023
Move example input files to dataset repository to include example datasets for fine-tuning 875ef33 Christina Theodoris commited on Jun 9, 2023
Update gene classification example to create directory after training arguments are defined ebe5ee8 Christina Theodoris commited on Jun 9, 2023
Add example input labels for distinguishing bivalent promoters. 996d3e5 Christina Theodoris commited on Jun 6, 2023
Add example input files for gene classification of TF dosage sensitivity 0710c44 Christina Theodoris commited on Jun 3, 2023
Add example for hyperparameter optimization for disease classifier 79a0c41 Christina Theodoris commited on May 10, 2023
Add data collator for gene classification and example for gene classification edacd12 Christina Theodoris commited on Nov 4, 2022
Add data collator for cell classification and example for cell classification 088ea6e Christina Theodoris commited on Oct 28, 2022