The submission was done in 3 different files for convenience and cleanliness of the code. All files are part of the submission

Simulate_iteration_notebook = The iterative writing of the simulation increasingly more complex

Limitcycles_notebook = Expands the analysis on limit cycles and chaos

Bifurcation_notebook = Explores bifurcation using visual tools, phase diagram etcs...