standardize/normalize seq data

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  • scanpy

    Single-cell analysis in Python. Scales to >1M cells.

    • I would suggest you explore with SCANPY and verify if your batch labels generate a strong separation in your samples (PCA, tSNE, UMAP). If you then need to correct for batches, according to how simple/complex they are, you can choose a tool from this benchmark.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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