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LSSTDESC / RESSPECT

The RESSPECT project is a result from an inter-collaboration agreement established between the Cosmostatistics Initiative (COIN) and the LSST Dark Energy Science Collaboration (DESC) with the goal of developing a recommendation system for telescope resource allocation able to optimize photometric supernova cosmology anaylsis.
MIT License
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Parallelization #57

Closed maxwest-uw closed 1 month ago

maxwest-uw commented 1 month ago

Change Description

Code Quality

github-actions[bot] commented 1 month ago
Before [e4266f46] After [2b20fb31] Ratio Benchmark (Parameter)
135±1ms 136±2ms 1.01 benchmarks.time_feature_creation
151±2ms 153±2ms 1.01 benchmarks.time_learn_loop('KNN', 'UncSampling')
2.57±0.02s 2.60±0.01s 1.01 benchmarks.time_learn_loop('RandomForest', 'RandomSampling')
188M 188M 1 benchmarks.peakmem_learn_loop('RandomForest')
2.61±0.02s 2.60±0.02s 1 benchmarks.time_learn_loop('RandomForest', 'UncSampling')
196M 194M 0.99 benchmarks.peakmem_learn_loop('KNN')
153±2ms 150±2ms 0.98 benchmarks.time_learn_loop('KNN', 'RandomSampling')

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