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
pyod
andpygod
-
add new LLM approaches by supervised fine-tuning
-
add pydoc and documentation to the project link
Initial version
- Flowbench with
1000genome
,montage
,predict_future_sales
workflows 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