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Contributing

Project Synapse is currently maintained as a research codebase. Contributions are welcome, especially in the following areas:

Reproducibility and experiment cleanup
Resource-aware conditioning with real telemetry
Adapter and LoRA baselines
Evaluation scripts and benchmark automation
Test coverage for additional experiment paths

Local Setup

conda env create -f 02_environment.yml
conda activate synapse

Or:

python -m venv .venv
source .venv/bin/activate
pip install -r 03_requirements.txt

Quick Verification

python -m unittest discover -s tests -v
python scripts/train.py --config configs/public_toy_exp.yaml
python scripts/train.py --config configs/public_digits_exp.yaml
python scripts/train.py --config configs/public_digits_resource_exp.yaml

Contribution Style

Keep changes focused and well-scoped.
Prefer adding or updating tests when behavior changes.
Document limitations honestly.
Preserve the repository's research-oriented tone and modular structure.