Joshua Steier

Issue with using KerasClassifier: Following Poison Frogs Example in Tensorflow(Keras)

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Hi, I'm using my own image dataset which is similar to CIFAR-10, and I've done all the preprocessing and cleaning. I'm using a CNN architecture: model = tf.keras.Sequential([ tf.keras.layers.Rescaling(1./255), tf.keras.layers.Conv2D(32,...

Issue with build_cutout using alite

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Using my config.yaml file, I get an error in the build_cutout, which is related to alite INFO:root:Preparing cutout with parameters {'module': ['sarah', 'era5'], 'x': slice(-12.0, 45.0, None), 'y': slice(33.0, 65,...

Difficulty replicating SIR TN-ILM Simulation and Inference

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Hi, I am having some difficulty replicating the SIR-TN-ILM Simulation and Inference.ipynb Specifically at this line: obs = observe(sim, Uniform(0.5, 2.5), Uniform(0.5, 2.5), force=true) I get an argument error, ArgumentError:...

Regarding relationship creation issues-Stix2_elevator

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Greetings, I have been using a simple test case XML: https://us-cert.cisa.gov/sites/default/files/2021-05/IB-21-10094.stix.xml to convert between Stix 1.0 and 2.0(JSON). It seems that relationships are not created for the attack patterns but...

Hi, When I run: poetry run dp-cgans gen --gen-size=103463 '/content/drive/MyDrive/cps_ctgan.csv' I get: Model instantiated, fitting... /content/dp_cgans/.venv/lib/python3.9/site-packages/sklearn/mixture/_base.py:286: ConvergenceWarning: Initialization 5 did not converge. Try different init parameters, or increase max_iter, tol...

[Bounty] Deepr PyHealth 2.0 ver.

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## Contributor Information - **Name:** Joshua Steier - **Contribution Type:** Model ## Description Updated the Deepr model to align with PyHealth 2.0 conventions: - Migrated from `BaseEHRDataset` to `SampleDataset` -...

Pull Request: ConCare Model Update (1.0 → 2.0) Contributor Information Name: Joshua Steier Contribution Type [x] Model Update [ ] New Model [ ] Dataset [ ] Task [ ]...

## Contributor - **Name:** Joshua Steier ## Contribution Type Model ## Description Implements the Dr. Agent model from "Dr. Agent: Clinical predictive model via mimicked second opinions" (JAMIA 2020). **Key...