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lsn_esercizi

LSN exercise delivery by Edoardo Draetta. All data necessary for the notebooks is safely stowed away in the data directories.

Exercise 1 - Introduction

Use the makefile to create main.exe, which executes all simulations.

Exercise 2 - Importance Sampling and Random Walks

Same as above.

Exercise 3 - Options Pricing with GBM

Same as above.

Exercise 4 - NVE Molecular Dynamics of Argon.

Use the makefile to create MolDyn_NVE.exe, which executes the simulation.

Inside the data directory I've left the parameters and starting configurations for each phase.

Exercise 5 - Sampling QM Wavefunctions with Metropolis

Use the makefile to create Metro.exe, which executes the simulation.

Exercise 6 - The 1D Ising Model with Metropolis and Gibbs

Use the makefile to create Monte_Carlo_Ising_1D.exe, which executes the simulation.

Exercise 7 - Monte Carlo NVT

Use the makefile to create Monte_Carlo_NVT.exe, which executes the simulation.

Exercise 8 - Variational Monte Carlo and PIGS

Use the makefile to create Variational_MC.exe, which executes the simulation.

Exercise 9 - Traveling Salesman Problem with Genetic Algorithm

Use the makefile to create TSP.exe, which executes the simulation.

Exercise 10 - TSP with Simulated Annealing and Parallel Genetic Algorithm

Use the makefile to create TSP.exe within each subfolder (parallel, genetic, annealing), which executes the simulation.

Exercise 11 - Introduction to Keras

Notebook.

Exercise 12 - Digit Recognition with Keras

Notebook.

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