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README.md

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# ![](https://github.com/aimacode/aima-java/blob/gh-pages/aima3e/images/aima3e.jpg)aima-python <a href="https://travis-ci.org/aimacode/aima-python" target="_blank"><img src="https://api.travis-ci.org/aimacode/aima-python.svg?branch=master" alt="Build Status"></a><a href="http://mybinder.org/repo/aimacode/aima-python" target="_blank"><img src="http://mybinder.org/badge.svg" alt="Binder"></a>
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Python code for the book *Artificial Intelligence: A Modern Approach.* You can use this in conjunction with a course on AI, or for study on your own. We're loooking for [solid contributors](https://github.com/aimacode/aima-python/blob/master/CONTRIBUTING.md) to help.
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Python code for the book *Artificial Intelligence: A Modern Approach.* You can use this in conjunction with a course on AI, or for study on your own. We're looking for [solid contributors](https://github.com/aimacode/aima-python/blob/master/CONTRIBUTING.md) to help.
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## Python 3.4
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| 4.8 | Genetic-Algorithm | `genetic_algorithm` | [`search.py`](../master/search.py) |
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| 4.11 | And-Or-Graph-Search | `and_or_graph_search` | [`search.py`](../master/search.py) |
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| 4.21 | Online-DFS-Agent | `online_dfs_agent` | [`search.py`](../master/search.py) |
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| 4.24 | LRTA\*-Agent | | |
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| 4.24 | LRTA\*-Agent | `LRTAStarAgent` | [`search.py`](../master/search.py) |
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| 5.3 | Minimax-Decision | `minimax_decision` | [`games.py`](../master/games.py) |
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| 5.7 | Alpha-Beta-Search | `alphabeta_search` | [`games.py`](../master/games.py) |
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| 6 | CSP | `CSP` | [`csp.py`](../master/csp.py) |
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| 7.17 | DPLL-Satisfiable? | `dpll_satisfiable` | [`logic.py`](../master/logic.py) |
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| 7.18 | WalkSAT | `WalkSAT` | [`logic.py`](../master/logic.py) |
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| 7.20 | Hybrid-Wumpus-Agent | | |
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| 7.22 | SATPlan | |
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| 7.22 | SATPlan | `SAT_plan` | [`logic.py`](../master/logic.py) |
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| 9 | Subst | `subst` | [`logic.py`](../master/logic.py) |
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| 9.1 | Unify | `unify` | [`logic.py`](../master/logic.py) |
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| 9.3 | FOL-FC-Ask | `fol_fc_ask` | [`logic.py`](../master/logic.py) |
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| 14.13 | Prior-Sample | `prior_sample` | [`probability.py`](../master/probability.py) |
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| 14.14 | Rejection-Sampling | `rejection_sampling` | [`probability.py`](../master/probability.py) |
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| 14.15 | Likelihood-Weighting | `likelihood_weighting` | [`probability.py`](../master/probability.py) |
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| 14.16 | Gibbs-Ask | |
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| 14.16 | Gibbs-Ask | `gibbs_ask` | [`probability.py`](../master/probability.py) |
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| 15.4 | Forward-Backward | `forward_backward` | [`probability.py`](../master/probability.py) |
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| 15.6 | Fixed-Lag-Smoothing | `fixed_lag_smoothing` | [`probability.py`](../master/probability.py) |
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| 15.17 | Particle-Filtering | `particle_filtering` | [`probability.py`](../master/probability.py) |
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| 17.7 | POMDP-Value-Iteration | | |
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| 18.5 | Decision-Tree-Learning | `DecisionTreeLearner` | [`learning.py`](../master/learning.py) |
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| 18.8 | Cross-Validation | `cross_validation` | [`learning.py`](../master/learning.py) |
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| 18.11 | Decision-List-Learning | |
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| 18.24 | Back-Prop-Learning | |
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| 18.11 | Decision-List-Learning | `DecisionListLearner` | [`learning.py`](../master/learning.py) |
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| 18.24 | Back-Prop-Learning | `BackPropagationLearner` | [`learning.py`](../master/learning.py) |
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| 18.34 | AdaBoost | `AdaBoost` | [`learning.py`](../master/learning.py) |
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| 19.2 | Current-Best-Learning | |
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| 19.3 | Version-Space-Learning | |
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| 19.8 | Minimal-Consistent-Det | |
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| 19.12 | FOIL | |
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| 21.2 | Passive-ADP-Agent | `PassiveADPAgent` | [`rl.py`](../master/rl.py) |
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| 21.2 | Passive-ADP-Agent | | |
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| 21.4 | Passive-TD-Agent | `PassiveTDAgent` | [`rl.py`](../master/rl.py) |
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| 21.8 | Q-Learning-Agent | `QLearningAgent` | [`rl.py`](../master/rl.py) |
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| 22.1 | HITS | | |
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| 23 | Chart-Parse | `Chart` | [`nlp.py`](../master/nlp.py) |
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| 23.5 | CYK-Parse | | |
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| 23.5 | CYK-Parse | `CYK_parse` | [`nlp.py`](../master/nlp.py) |
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| 25.9 | Monte-Carlo-Localization| |
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index.ipynb

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"\n",
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"3. [**Search**](./search.ipynb)\n",
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"\n",
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"4. [**Search - 4th edition**](./search-4e.ipynb)\n",
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"\n",
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"4. [**Games**](./games.ipynb)\n",
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"\n",
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"5. [**Constraint Satisfaction Problems**](./csp.ipynb)\n",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.4.3"
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"version": "3.5.1"
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}
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},
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"nbformat": 4,

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