23.6k citations · 23.7k across the 5 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020★ 42 cited
Generative Capacity of Probabilistic Protein Sequence Models
Francisco McGee, Quentin Novinger, Ronald M. Levy +2
Potts models and variational autoencoders (VAEs) have recently gained popularity as generative protein sequence models (GPSMs) to explore fitness landscapes and predict the effect…
cs.MS2020★ 23.6k cited
Array Programming with NumPy
Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt +23
Array programming provides a powerful, compact, expressive syntax for accessing, manipulating, and operating on data in vectors, matrices, and higher-dimensional arrays. NumPy is t…