Skip to content

Releases: PoSeiDon-Workflows/FlowBench

v0.2

28 Jun 14:03
10fff77
Compare
Choose a tag to compare

What's Changed

  • update project organization

  • add new workflow data casa_wind_full, casa_nowcast_full, eht_difmap, eht_imaging, eht_smili, pycbc_inference, pycbc_search, somospie, variant_calling.

  • migrate to pytorch-lightning training

  • provide supervised learning benchmark

  • provide unsupervised learning benchmark from pyod and pygod

  • add new LLM approaches by supervised fine-tuning

  • add pydoc and documentation to the project link

Initial version

26 Jan 22:38
Compare
Choose a tag to compare
  • Flowbench with 1000genome, montage, predict_future_sales workflows for node-level anomaly detection
  • Benchmark with selected pyod (sklearn backend) and pygod (pytorch backend) methods
  • Additional benchmark with adbench (tensorflow backend)
  • Detailed report_v0.1.pdf