
Saturday, December 9, 2017
The following table lists the code files (modules), the chapters in the book to which they refer, the number of lines of code in each file, and a brief description of each file. Each module name links to a pretty, colorized version of the Python source code, and the Files column lists the original .py file and (in some cases) a .txt file of doctests.
Chapter | Module | Files | Lines | Description |
---|---|---|---|---|
1-2 | agents | .py | 532 | Implement Agents and Environments (Chapters 1-2). |
3-4 | search | .py .txt | 735 | Search (Chapters 3-4) |
5 | csp | .py .txt | 449 | CSP (Constraint Satisfaction Problems) problems and solvers. (Chapter 5). |
6 | games | .py | 285 | Games, or Adversarial Search. (Chapters 6) |
7-10 | logic | .py .txt | 887 | Representations and Inference for Logic (Chapters 7-10) |
11-12 | planning | .py | 6 | Planning (Chapters 11-12) |
13-15 | probability | .py .txt | 170 | Probability models. (Chapter 13-15) |
17 | mdp | .py .txt | 141 | Markov Decision Processes (Chapter 17) |
18-20 | learning | .py | 585 | Learn to estimate functions from examples. (Chapters 18-20) |
21 | rl | .py | 14 | Reinforcement Learning (Chapter 21) |
22 | nlp | .py .txt | 169 | A chart parser and some grammars. (Chapter 22) |
23 | text | .py .txt | 364 | Statistical Language Processing tools. (Chapter 23) |
doctests | .py .txt | 42 | Run all doctests from modules on the command line. For each | |
py2html | .py | 109 | Pretty-print Python code to colorized, hyperlinked html. | |
utils | .py .txt | 713 | Provide some widely useful utilities. Safe for "from utils import *". |
Saturday, December 9, 2017
Aima
Artificial intelligence
python
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