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12 changes: 6 additions & 6 deletions README.md
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Expand Up @@ -121,14 +121,14 @@ Here is a table of algorithms, the figure, name of the algorithm in the book and
| 13.1 | DT-Agent | `DTAgent` | [`probability.py`][probability] | | |
| 14.9 | Enumeration-Ask | `enumeration_ask` | [`probability.py`][probability] | Done | Included |
| 14.11 | Elimination-Ask | `elimination_ask` | [`probability.py`][probability] | Done | Included |
| 14.13 | Prior-Sample | `prior_sample` | [`probability.py`][probability] | | Included |
| 14.13 | Prior-Sample | `prior_sample` | [`probability.py`][probability] | Done | Included |
| 14.14 | Rejection-Sampling | `rejection_sampling` | [`probability.py`][probability] | Done | Included |
| 14.15 | Likelihood-Weighting | `likelihood_weighting` | [`probability.py`][probability] | Done | Included |
| 14.16 | Gibbs-Ask | `gibbs_ask` | [`probability.py`][probability] | Done | Included |
| 15.4 | Forward-Backward | `forward_backward` | [`probability.py`][probability] | Done | |
| 15.6 | Fixed-Lag-Smoothing | `fixed_lag_smoothing` | [`probability.py`][probability] | Done | |
| 15.17 | Particle-Filtering | `particle_filtering` | [`probability.py`][probability] | Done | |
| 16.9 | Information-Gathering-Agent | | | | |
| 15.4 | Forward-Backward | `forward_backward` | [`probability.py`][probability] | Done | Included |
| 15.6 | Fixed-Lag-Smoothing | `fixed_lag_smoothing` | [`probability.py`][probability] | Done | Included |
| 15.17 | Particle-Filtering | `particle_filtering` | [`probability.py`][probability] | Done | Included |
| 16.9 | Information-Gathering-Agent | `InformationGatheringAgent` | [`probability.py`][probability] | Done | Included |
| 17.4 | Value-Iteration | `value_iteration` | [`mdp.py`][mdp] | Done | Included |
| 17.7 | Policy-Iteration | `policy_iteration` | [`mdp.py`][mdp] | Done | Included |
| 17.9 | POMDP-Value-Iteration | | | | |
Expand All @@ -147,7 +147,7 @@ Here is a table of algorithms, the figure, name of the algorithm in the book and
| 22.1 | HITS | `HITS` | [`nlp.py`][nlp] | Done | Included |
| 23 | Chart-Parse | `Chart` | [`nlp.py`][nlp] | Done | Included |
| 23.5 | CYK-Parse | `CYK_parse` | [`nlp.py`][nlp] | Done | Included |
| 25.9 | Monte-Carlo-Localization | `monte_carlo_localization` | [`probability.py`][probability] | Done | |
| 25.9 | Monte-Carlo-Localization | `monte_carlo_localization` | [`probability.py`][probability] | Done | Included |


# Index of data structures
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