├── .gitattributes ├── 1 - Optimization and the Knapsack Problem ├── Exercise 1.md ├── Exercise 2.md └── Exercise 3.md ├── 10 - Experimental Data Part 1 └── Exercise 1-2-4.md ├── 11 - Experimental Data Part 2 └── Exercise 1.md ├── 12 - Machine Learning ├── Exercise 1.md ├── Exercise 2.md ├── Exercise 3.md ├── Exercise 4.md └── Exercise 5.md ├── 2 - Decision Trees and Dynamic Programming ├── Exercise 1.py └── Exercise 3.md ├── 3 - Graph Problems ├── Exercise 1.md ├── Exercise 2.py ├── Exercise 3.md ├── Exercise 4.md ├── Exercise 5.md ├── Exercise 6.md └── Exercise 7.py ├── 5 - Stocastic Thinking ├── Exercise 1.md ├── Exercise 2.py ├── Exercise 3.py ├── Exercise 4.md ├── Exercise 5.md ├── Exercise 6.md └── Exercise 7.md ├── 6 - Random Walks ├── Exercise 1.md ├── Exercise 2.md ├── Exercise 3.md └── Exercise 4.md ├── 7 - Inferential Statistics ├── Exercise 1.md ├── Exercise 2.md ├── Exercise 3.py ├── Exercise 4.md ├── Exercise 5.md └── files_finger_exercises_pythonland.png ├── 8 - Monte Carlo Simulations ├── Exercise 1.py ├── Exercise 2.md └── Exercise 4.py ├── 9 - Sampling and Standard Error ├── Exercise 1.md ├── Exercise 2.md ├── Exercise 3.md ├── Exercise 4.md ├── Exercise 5.md └── img │ ├── temps.png │ ├── ts1.gif │ └── ts2.gif ├── Final Exam ├── Problem 1.py ├── Problem 2.py ├── Problem 3.py ├── Problem 4.py ├── Problem 5.py ├── Problem 6.py └── Problem 8.py ├── Problem Set 1 ├── Problem Set 3 Quiz.py ├── README.md ├── ps1.py ├── ps1_cow_data.txt ├── ps1_partition.py └── pset1.zip ├── Problem Set 2 ├── README.md ├── img │ ├── files_ps07_files_screen1.png │ ├── files_ps07_files_screen2.png │ ├── files_ps07_files_screen3.png │ ├── files_ps07_files_screen4.png │ └── files_ps07_files_screen5.png ├── ps2.py ├── ps2_verify_movement35.pyc ├── ps2_verify_movement36.pyc ├── ps2_visualize.py └── pset2.zip ├── Problem Set 3 ├── ProblemSet3.zip ├── ps3b.py ├── ps3b_precompiled_35.pyc └── ps3b_precompiled_36.pyc ├── Problem Set 4 ├── data.csv ├── ps4.py └── pset4.zip └── 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