Work Progress

This section documents the development timeline and open tasks.

Current milestones

• (completed) Network architecture design

• (completed) Core model implementation

• (completed) Training loop and loss functions

• (completed) Initial training experiments

• (completed) Overfitting control mechanisms

• (completed) Hyperparameter optimization setup

• (completed) Documentation of architecture and workflow

• (completed) Unit tests for key components

• (completed) Integration of NNPOps for neighbor list computation

• (completed) Refactoring and code cleanup

• (completed) Flowchart integration

Upcoming tasks

• (planned) Finalize attention mechanism implementation

• (planned) Further hyperparameter sweeps, if needed

• (planned) Comprehensive unit and integration tests

• (planned) Evaluation and benchmarking

• (planned) Documentation cleanup