annbatch is an out-of-core mini-batch loader for anndata that increases data loading throughput by up to 10x and reduces training time from days to hours on terabyte-scale biological datasets.
It Supports ML Frameworks such as Tensorflow, Pytorch, and PySpark and Can Be Used from Pure Python Code
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
annbatch unlocks terabyte-scale training of biological data in anndata
annbatch is an out-of-core mini-batch loader for anndata that increases data loading throughput by up to 10x and reduces training time from days to hours on terabyte-scale biological datasets.