Core Concepts
Introducing a Python package for efficient parallel HPO with zero-cost benchmarks, achieving over 1000x speedup compared to traditional approaches.
Stats
"Our package can be installed via pip install mfhpo-simulator."
"Our wrapper successfully replicates the results obtained by the naïve simulation."
"Our package significantly reduces the CO2 production that experiments using zero-cost benchmarks would have caused."
Quotes
"Our approach calculates the exact return order based on the information stored in the file system."
"Our package can be installed via pip install mfhpo-simulator."
"Our wrapper successfully replicates the results obtained by the naïve simulation."