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Inference#5

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dominikstanojevic merged 21 commits into
mainfrom
inference
Jul 5, 2022
Merged

Inference#5
dominikstanojevic merged 21 commits into
mainfrom
inference

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Merge working version.

dominikstanojevic and others added 21 commits May 25, 2022 12:48
First version of FAST5 inference written.
Improved signal masking.
Few bugfixes for inference.
Added model downloading to rockfish package
Fixed bug regarding deletion of temp files during feature generation
RFTrainDataset now return singleton indicator variable instead of fixed weight
Renamed functions in inference
Added reference as required parameter
Surpressing warnings regarding missing keys in ckpt dict (removed weights not important for inference)
iterative_inference.py renamed to rf_inference.py
Renamed functions in rf_inference.py
Renamed functions in model.py
Model will now not create weights if some auxilliary task is not used
Fixed imports in model.py
Added singleton weight hyperparameter
Don't use pytorch-lightning 1.6 (problems with logging)
Added gdown as dependency (for model download)
.gitignore now ignores everything in rockfish/data/ except download.py
Added example script
Added README file
Fix imports in rf_inference.py
Added download link to small model
Supressing warnings for missing unusued weights in rf_inference.py
Example script now uses 8 workers for inference
Updated evaluation section of README
Added acknowledgement
Added conda activation step
@dominikstanojevic dominikstanojevic merged commit b8ca382 into main Jul 5, 2022
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