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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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Fixing up Dockerfile, adding github action to build image #60

Closed mtauraso closed 1 month ago

mtauraso commented 1 month ago
github-actions[bot] commented 1 month ago
Before [71af541d] After [ee4b46ef] Ratio Benchmark (Parameter)
151±1ms 152±1ms 1.01 benchmarks.time_learn_loop('KNN', 'RandomSampling')
196M 197M 1 benchmarks.peakmem_learn_loop('KNN')
188M 188M 1 benchmarks.peakmem_learn_loop('RandomForest')
154±2ms 154±3ms 1 benchmarks.time_learn_loop('KNN', 'UncSampling')
2.58±0.01s 2.59±0.01s 1 benchmarks.time_learn_loop('RandomForest', 'RandomSampling')
135±2ms 134±1ms 0.99 benchmarks.time_feature_creation
2.59±0s 2.58±0.03s 0.99 benchmarks.time_learn_loop('RandomForest', 'UncSampling')

Click here to view all benchmarks.

mtauraso commented 1 month ago

Based on slack conversation with @AmandaWasserman and @rknop I'm overriding the requirement for review and merging this pull request.