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However, without truly representing the vast diversity of experiments performed is daunting and not implemented yet.
The diversity of experiments captured in the Gene Expression Atlas and ArrayExpress provides a wide range of experimental variables.
Despite the diversity of experiments, these do not always challenge established ideas about the management of resources in the city.
Many methods for the inference of GRNs from gene expression data require much more data, and data from a much greater diversity of experiments, than we consider here [ 1- 3].
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Additionally, we knew the volume of data submitted would necessitate scalability and as much automation in the data quality control process as possible, yet the diversity of experiment and data types would require flexibility and swift responses to changing requirements, two demands, which are often incompatible.
We sought to develop a new function-based approach for comparing profiles, which can truly scale across the diversity of available experiments, platforms, and species.
Within the diversity panel of Experiment 1, the performance of untested genotypes could be predicted, explaining up to 25% of the genetic variance by randomly assigning genotypes to the training and validation set.
The diversity of these experiences is enormous.
Reproducibility is one major factor creating diversity in such type of experiments [ 7].
If we lower the diversity of the preceding experiment to M = 1000, then the value of N(L−T / MG) is still smaller but close to ln 2, and the gain in assembled singletons is more modest, as can be seen in Figure 1(B).
The BBC describes it as a "social experiment" looking at the diversity of the Muslim experience in Britain.
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