Releases: PoSeiDon-Workflows/FlowBench
Releases · PoSeiDon-Workflows/FlowBench
v0.2
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
pyodandpygod -
add new LLM approaches by supervised fine-tuning
-
add pydoc and documentation to the project link
Initial version
- Flowbench with
1000genome,montage,predict_future_salesworkflows for node-level anomaly detection - Benchmark with selected
pyod(sklearn backend) andpygod(pytorch backend) methods - Additional benchmark with
adbench(tensorflow backend) - Detailed report_v0.1.pdf