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enhancementNew feature or requestNew feature or request
Description
Re-implement the four key visualization methods from v1.x Model class for the v2.0 jaxmodels backend.
Methods Needed
plot_epistasis(condition, ax)- Plot global epistasis transformation curveplot_pred_accuracy(condition, ax)- Scatter plot of observed vs predictedplot_param_hist(parameter, ax)- Histogram of parameter distributionmut_param_heatmap(parameter, conditions)- Interactive Altair heatmap
Tasks
- Implement
plot_epistasis()using jaxmodels GE function - Implement
plot_pred_accuracy()using jaxmodels predictions - Implement
plot_param_hist()accessing jaxmodels parameters - Implement
mut_param_heatmap()with Altair - Write tests for each visualization method
- Add doctest examples
Acceptance Criteria
- All four methods produce correct plots
- Plots accurately reflect jaxmodels parameters/predictions
- Tests verify plot generation succeeds
- Doctests demonstrate usage
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enhancementNew feature or requestNew feature or request