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type4py
Type4Py: Deep Similarity Learning-Based Type Inference for Python
Apache License 2.0
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Publishing Docker images for Type4Py to run the model locally
#8
Closed
mir-am
closed
2 years ago
mir-am
commented
2 years ago
This PR makes the following changes:
A new
--rvth
CLI argument that applies VTHs with a probability (default 0.5) [ONLY FOR PRODUCTION]
Improves memory consumption when loading datasets
Add
reduce
command, which uses
PCA
to reduce the dimension of type clusters and the size of the whole model.
Disable telemetry data in the server module when running the Docker version.
For inference, drops dependency on PyTorch to reduce the size of the Docker image
Adding Docker file and config file for building Docker images of Type4Py
This PR makes the following changes:
--rvth
CLI argument that applies VTHs with a probability (default 0.5) [ONLY FOR PRODUCTION]reduce
command, which uses PCA to reduce the dimension of type clusters and the size of the whole model.