anthropics / life-sciences File Change Frequency

anthropics / life-sciences

File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview

File Change Frequency Overall

There are 30 files with 7,013 lines of code.

0 files changed more than 100 times (0 lines of code)
0 files changed 51-100 times (0 lines of code)
0 files changed 21-50 times (0 lines of code)
0 files changed 6-20 times (0 lines of code)
30 files changed 1-5 times (7,013 lines of code)

Legend:

101+

51-100

21-50

6-20

1-5

explore: grouped by folders | grouped by update frequency | data

Contributors Count Frequency Overall

There are 30 files with 7,013 lines of code.

0 files changed by more than 25 contributors (0 lines of code)
0 files changed by 11-25 contributors (0 lines of code)
0 files changed by 6-10 contributors (0 lines of code)
18 files changed by 2-5 contributors (4,033 lines of code)
12 files changed by 1 contributor (2,980 lines of code)

Legend:

26+

11-25

6-10

2-5

explore: grouped by folders | grouped by contributors count | data

File Change Frequency per File Extension

md, py, json, txt, yaml, gitignore

File Change Frequency per Extension

The number of recorded file updates

101+

51-100

21-50

6-20

1-5

File Change Frequency per Logical Decomposition

primary

primary (file change frequency)

The number of recorded file updates

101+

51-100

21-50

6-20

1-5

Most Frequently Changed Files (Top 30)

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
__init__.py in nextflow-development/scripts/utils	47	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
qc_core.py in single-cell-rna-qc/scripts	80	6	2025-10-20	2025-10-20	1	2	jwei@anthropic.com	jwei@anthropic.com
prepare_data.py in scvi-tools/scripts	87	2	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
file_discovery.py in nextflow-development/scripts/utils	101	5	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
genomes.yaml in nextflow-development/scripts/config	108	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
cluster_embed.py in scvi-tools/scripts	111	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
transfer_labels.py in scvi-tools/scripts	125	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
differential_expression.py in scvi-tools/scripts	129	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
rnaseq.yaml in nextflow-development/scripts/config/pipelines	130	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
integrate_datasets.py in scvi-tools/scripts	135	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
flatten_asm.py in instrument-data-to-allotrope/scripts	153	7	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
qc_plotting.py in single-cell-rna-qc/scripts	153	3	2025-10-20	2025-10-20	1	2	daisy@anthropic.com	jwei@anthropic.com
qc_analysis.py in single-cell-rna-qc/scripts	155	-	2025-10-20	2025-10-20	1	2	jwei@anthropic.com	jwei@anthropic.com
sample_inference.py in nextflow-development/scripts/utils	161	7	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
atacseq.yaml in nextflow-development/scripts/config/pipelines	167	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
validators.py in nextflow-development/scripts/utils	171	8	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
detect_data_type.py in nextflow-development/scripts	201	6	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
sarek.yaml in nextflow-development/scripts/config/pipelines	209	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
train_model.py in scvi-tools/scripts	233	7	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
export_parser.py in instrument-data-to-allotrope/scripts	234	6	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
validate_adata.py in scvi-tools/scripts	253	7	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
generate_samplesheet.py in nextflow-development/scripts	288	10	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
model_utils.py in scvi-tools/scripts	319	10	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
sample_size_calculator.py in clinical-trial-protocol-skill/scripts	326	3	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
check_environment.py in nextflow-development/scripts	348	9	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
manage_genomes.py in nextflow-development/scripts	368	9	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
convert_to_asm.py in instrument-data-to-allotrope/scripts	386	11	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
ncbi_utils.py in nextflow-development/scripts/utils	509	16	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
sra_geo_fetch.py in nextflow-development/scripts	511	11	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
validate_asm.py in instrument-data-to-allotrope/scripts	815	24	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com

Files With Most Contributors (Top 30)

Based on the number of unique email addresses found in commits.

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
sample_size_calculator.py in clinical-trial-protocol-skill/scripts	326	3	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
qc_analysis.py in single-cell-rna-qc/scripts	155	-	2025-10-20	2025-10-20	1	2	jwei@anthropic.com	jwei@anthropic.com
qc_core.py in single-cell-rna-qc/scripts	80	6	2025-10-20	2025-10-20	1	2	jwei@anthropic.com	jwei@anthropic.com
qc_plotting.py in single-cell-rna-qc/scripts	153	3	2025-10-20	2025-10-20	1	2	daisy@anthropic.com	jwei@anthropic.com
validators.py in nextflow-development/scripts/utils	171	8	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
sample_inference.py in nextflow-development/scripts/utils	161	7	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
file_discovery.py in nextflow-development/scripts/utils	101	5	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
__init__.py in nextflow-development/scripts/utils	47	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
ncbi_utils.py in nextflow-development/scripts/utils	509	16	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
rnaseq.yaml in nextflow-development/scripts/config/pipelines	130	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
atacseq.yaml in nextflow-development/scripts/config/pipelines	167	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
sarek.yaml in nextflow-development/scripts/config/pipelines	209	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
genomes.yaml in nextflow-development/scripts/config	108	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
generate_samplesheet.py in nextflow-development/scripts	288	10	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
sra_geo_fetch.py in nextflow-development/scripts	511	11	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
check_environment.py in nextflow-development/scripts	348	9	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
manage_genomes.py in nextflow-development/scripts	368	9	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
detect_data_type.py in nextflow-development/scripts	201	6	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
differential_expression.py in scvi-tools/scripts	129	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
model_utils.py in scvi-tools/scripts	319	10	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
train_model.py in scvi-tools/scripts	233	7	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
transfer_labels.py in scvi-tools/scripts	125	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
integrate_datasets.py in scvi-tools/scripts	135	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
cluster_embed.py in scvi-tools/scripts	111	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
validate_adata.py in scvi-tools/scripts	253	7	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
prepare_data.py in scvi-tools/scripts	87	2	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
export_parser.py in instrument-data-to-allotrope/scripts	234	6	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
convert_to_asm.py in instrument-data-to-allotrope/scripts	386	11	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
validate_asm.py in instrument-data-to-allotrope/scripts	815	24	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
flatten_asm.py in instrument-data-to-allotrope/scripts	153	7	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com

Files With Least Contributors (Top 30)

Based on the number of unique email addresses found in commits.

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
validate_asm.py in instrument-data-to-allotrope/scripts	815	24	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
convert_to_asm.py in instrument-data-to-allotrope/scripts	386	11	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
model_utils.py in scvi-tools/scripts	319	10	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
validate_adata.py in scvi-tools/scripts	253	7	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
export_parser.py in instrument-data-to-allotrope/scripts	234	6	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
train_model.py in scvi-tools/scripts	233	7	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
flatten_asm.py in instrument-data-to-allotrope/scripts	153	7	2026-01-08	2026-01-08	1	1	daniellechou@anthropic.com	daniellechou@anthropic.com
integrate_datasets.py in scvi-tools/scripts	135	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
differential_expression.py in scvi-tools/scripts	129	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
transfer_labels.py in scvi-tools/scripts	125	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
cluster_embed.py in scvi-tools/scripts	111	3	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
prepare_data.py in scvi-tools/scripts	87	2	2026-01-09	2026-01-09	1	1	jwei@anthropic.com	jwei@anthropic.com
sra_geo_fetch.py in nextflow-development/scripts	511	11	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
ncbi_utils.py in nextflow-development/scripts/utils	509	16	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
manage_genomes.py in nextflow-development/scripts	368	9	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
check_environment.py in nextflow-development/scripts	348	9	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
sample_size_calculator.py in clinical-trial-protocol-skill/scripts	326	3	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
generate_samplesheet.py in nextflow-development/scripts	288	10	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
sarek.yaml in nextflow-development/scripts/config/pipelines	209	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
detect_data_type.py in nextflow-development/scripts	201	6	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
validators.py in nextflow-development/scripts/utils	171	8	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
atacseq.yaml in nextflow-development/scripts/config/pipelines	167	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
sample_inference.py in nextflow-development/scripts/utils	161	7	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
qc_analysis.py in single-cell-rna-qc/scripts	155	-	2025-10-20	2025-10-20	1	2	jwei@anthropic.com	jwei@anthropic.com
qc_plotting.py in single-cell-rna-qc/scripts	153	3	2025-10-20	2025-10-20	1	2	daisy@anthropic.com	jwei@anthropic.com
rnaseq.yaml in nextflow-development/scripts/config/pipelines	130	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
genomes.yaml in nextflow-development/scripts/config	108	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
file_discovery.py in nextflow-development/scripts/utils	101	5	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com
qc_core.py in single-cell-rna-qc/scripts	80	6	2025-10-20	2025-10-20	1	2	jwei@anthropic.com	jwei@anthropic.com
__init__.py in nextflow-development/scripts/utils	47	-	2026-01-09	2026-01-09	1	2	andres@anthropic.com	noreply@anthropic.com