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Benchmark pipeline of simulation methods for single-cell and spatial transcriptome data

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simbenchmark

The simbenchmark repository includes the codes of evaluating the simulation methods tailored for single-cell and spatial transcriptome data. This project contains eight parts, which are named from Chunk1 (Preparation of datasets and methods) to Chunk8 (Data analysis).

Benchmark Framework

Chunk ID Content Link
Chunk1 Preparation of datasets and simulation methods ➡️️📋
Chunk2 Parameter estimation and data simulation ➡️️📋
Chunk3 Summarization of data properties from both datasets ➡️📋
Chunk4 Accuracy evaluation ➡️📋
Chunk5 Functionality evaluation ➡️📋
Chunk6 Scalability evaluation ➡️📋
Chunk7 Usability evaluation ➡️📋
Chunk8 Data analysis for publication ➡️📋

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Benchmark pipeline of simulation methods for single-cell and spatial transcriptome data

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