{% extends "base.html" %} {% block title %}cryoDRGN dashboard{% endblock %} {% block head %} {% endblock %} {% block content %}
{% set explorer_active = can_images and not command_builder_only %} {% set pair_active = not command_builder_only %} {% set latent3d_active = (zdim >= 3) and (not command_builder_only) %} {% set trajectory_active = show_trajectory_creator and not command_builder_only %} {% set any_inactive = (not explorer_active) or (not pair_active) or (not latent3d_active) or (not trajectory_active) %} {# Active interfaces first #} {% if explorer_active %}

Particle explorer

Plot dataset particles by model outputs such as z-latent-space dimensions or analysis covariates such as UMAP embeddings.

Use lasso selection to write --ind .pkl files, and optionally view dataset images or volume reconstructions for each particle.

{% endif %} {% if pair_active %}

Pair-plot generator

Grid of scatters across latent dimensions and embeddings (PCA / UMAP on the diagonal when available).

{% endif %} {% if latent3d_active %}

3D visualizer

Interactive 3D scatter of three latent axes, with optional color from analysis columns when you have at least three z dimensions.

{% endif %}

Command builder

Compose a cryodrgn command you can copy and paste for tools such as abinit and train_vae — required args plus only the options you fill in.

{% if trajectory_active %}

Trajectory creator

Draw a line through the latent scatter to generate volumes along a trajectory — direct interpolation or nearest-neighbor mode — with ChimeraX previews.

{% endif %} {# Inactive interfaces start on next row #} {% if any_inactive %} {% endif %} {% if not explorer_active %}
Inactive

Particle explorer

Plot dataset particles by model outputs such as z-latent-space dimensions or analysis covariates such as UMAP embeddings.

Use lasso selection to write --ind .pkl files. {% if command_builder_only %}

Activate this interface by running cryodrgn dashboard <outdir>.

{% else %}

Activate this interface by loading an output directory with single-particle image previews.

{% endif %}
{% endif %} {% if not pair_active %}
Inactive

Pair-plot generator

Grid of scatters across latent dimensions and embeddings (PCA / UMAP on the diagonal when available).

Activate this interface by running cryodrgn dashboard <outdir>.

{% endif %} {% if not latent3d_active %}
Inactive

3D visualizer

Interactive 3D scatter of three latent axes, with optional color from analysis columns when you have at least three z dimensions.

{% if command_builder_only %}

Activate this interface by running cryodrgn dashboard <outdir>.

{% else %}

Activate this interface by loading a run with at least three latent dimensions (current: {{ zdim }}).

{% endif %}
{% endif %} {% if not trajectory_active %}
Inactive

Trajectory creator

Draw a line through the latent scatter to generate volumes along a trajectory — direct interpolation or nearest-neighbor mode — with ChimeraX previews.

{% if command_builder_only %}

Activate this interface by running cryodrgn dashboard <outdir>.

{% else %}

Activate this interface by using a CUDA-enabled machine and loading a run with model weights for the selected epoch.

{% endif %}
{% endif %}
{% endblock %}