notebooks

Cryo-Forum Tutorial Series

• 00_ribosome_analysis.ipynb:

  • Focus: Synthetic Dataset Analysis.
  • Key Aspects: Environment setup, data generation, hyperparameter tuning, model building, and result interpretation.
  • Highlights: Ideal for beginners to grasp the basic workflow of Cryo-Forum.

• 01_ribosome_real_analysis.ipynb:

  • Focus: Real Dataset Application.
  • Key Aspects: Adapting the basic workflow for real-world data.
  • Highlights: Discusses the unique challenges and considerations in analyzing real datasets.

• 02_beta_analyze.ipynb:

  • Focus: Symmetry in Datasets.
  • Key Aspects: Adapts the workflow for datasets with symmetry.
  • Highlights: Delivers insights on the nuances of data generation in the context of symmetrical structures.

• 03_visualize.ipynb:

  • Focus: Visualization of Prediction Uncertainty.
  • Key Aspects: Techniques for effective visualization of uncertainty in dataset predictions.
  • Highlights: Essential for those looking to deepen their understanding of data interpretation and uncertainty analysis.