Reproduce paper results, add notes

code/.ipynb_checkpoints/testing_ground-checkpoint.py

code/modules/.ipynb_checkpoints/diamond_chain-checkpoint.py

code/modules/analysis_funcs.py

code/modules/diamond_chain.py

code/testing_ground.py

notes/diamond_chain.pptx

notes/~$diamond_chain.pptx