These problem sets (also known as "labs" in 6.034) are from the Fall 2012 version of the course, but should line up well with the Fall 2010 lectures.
| PROBLEM SETS | TOPICS | CODE FILES |
|---|---|---|
| Problem Set 0 (PDF) | Python programming, symbolic algebra | Code for Problem Set 0 (ZIP) (This ZIP file contains: 5 .py files.) |
| Problem Set 1 (PDF) | Forward chaining, backward chaining and goal trees | Code for Problem Set 1 (ZIP) (This ZIP file contains: 7 .py files.) |
| Problem Set 2 (PDF) | Search, using heuristics, optimal search, graph heuristics | Code for Problem Set 2 (ZIP) (This ZIP file contains: 5 .py files.) |
| Problem Set 3 (PDF) | Game search | Code for Problem Set 3 (ZIP) (This ZIP file contains: 7 .py files.) |
| Problem Set 4 (PDF) | Constraint satisfaction problems, k-nearest neighbors, decision trees | Code for Problem Set 4 (ZIP) (This ZIP file contains: 12 .py files, 6 .ord files, 4 .csv files and 2 .dat files. sudoku_csp.py is courtesy of Justin Cullen, and is used with permission.) |
| Problem Set 5 (PDF) | Neural nets, boosting | Code for Problem Set 5 (ZIP - 1.2MB) (This ZIP file contains: 12 .py files, 2 .dat files, 5 .csv files, 6 .ord files, 1 .out file, and 9 .tab files.) |