AlessandroBregoli
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f5756f71d3
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Changed the return type for ParameterLearning::fit from tuple to Param
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2 years ago |
 Meliurwen
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68ada89c04
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Expanded Hypothesis test
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2 years ago |
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Meliurwen
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4b35ae6310
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Implemented matrices comparison function in chi square
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2 years ago |
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Meliurwen
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2605bf3816
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Implemented part of matrices comparison in chi square
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3 years ago |
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Alessandro Bregoli
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9b7e683630
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Removed `node.rs`
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3 years ago |
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Meliurwen
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a6c8d3e16d
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Changed the name from `rustyCTBN` to `reCTBN` (Rust Engine for Continuous Time Bayesian Networks)
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3 years ago |
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Meliurwen
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ab2162b5f1
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Constructors renamed from `init` to `new`
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3 years ago |
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AlessandroBregoli
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43d01d2bf8
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Added coments.
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3 years ago |
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AlessandroBregoli
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b357c9efa0
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HillClimbing now panic when the dataset is incompatible with the network.
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3 years ago |
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AlessandroBregoli
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f49523f35a
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Refactor of Dataset and Trajectory to ensure some basic properties.
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3 years ago |
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AlessandroBregoli
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df12b93d55
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Lmit parent set
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3 years ago |
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AlessandroBregoli
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8ca93c931b
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Refactor
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3 years ago |
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AlessandroBregoli
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5044a88b6d
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refactor
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3 years ago |
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AlessandroBregoli
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a4b0a406f4
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Hill Climbing + Simple test
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3 years ago |
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AlessandroBregoli
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394970adca
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Test for BIC
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3 years ago |
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AlessandroBregoli
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4a7c34af17
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BIC
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3 years ago |
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Meliurwen
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62fcbd466a
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Removed `rand::thread_rng` overriding the ChaCha's `rng`, increased the epsilon from 0.2 to 0.3 in the tests
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3 years ago |
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Meliurwen
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79ec08b29a
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Made seed optional in `trajectory_generator`
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3 years ago |
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Meliurwen
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79dbd88529
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Get rid of the `rand_core` rependency
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3 years ago |
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Meliurwen
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9316fcee30
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The state generation is now seedable
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3 years ago |
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Meliurwen
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185e1756ca
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The residence time generation is now seedable
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3 years ago |
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Meliurwen
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651148fffd
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Replaced the current RNG with a seedable one (`rand_chacha`)
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3 years ago |
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AlessandroBregoli
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86d2a0b767
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Implemented LL for ctbn
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3 years ago |
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Meliurwen
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6104dcc329
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In the Bayesian approach alpha and tau are now divided by the number of possible configurations in its parent set
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3 years ago |
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AlessandroBregoli
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16714b48b5
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Comments
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3 years ago |
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AlessandroBregoli
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490fe4e010
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Comments
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3 years ago |
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Alessandro Bregoli
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c178862664
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Enforced correct set of parameters (cim) when inserted manually
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3 years ago |
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AlessandroBregoli
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dc8013d635
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Added method validate_params to ParamsTrait.
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3 years ago |
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AlessandroBregoli
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9a27d794fc
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Added tests for BA and MLE
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3 years ago |
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Alessandro Bregoli
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cc8071ca07
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Changed parameter_learning module to use generics instead of Box for the network object
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3 years ago |
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Alessandro Bregoli
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ef04e04d1e
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Changed trajectory_generator to use generics instead of Box for the network object
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3 years ago |
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AlessandroBregoli
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f87900fdbd
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Bug fix of sampling + implementation of Bayesian Approach
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3 years ago |
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AlessandroBregoli
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5c816ebba7
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parameter_learning refactor
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3 years ago |
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AlessandroBregoli
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a191bdef1c
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Sufficient statistics extracted from MLE function
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3 years ago |
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AlessandroBregoli
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4adfbfa4e4
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Refactoring tests
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3 years ago |
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AlessandroBregoli
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dc53e5167e
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Added MLE
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3 years ago |
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AlessandroBregoli
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aa9ff5e05d
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MLE - Partial commit
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3 years ago |
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AlessandroBregoli
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1aaa252653
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Added one test for tool
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3 years ago |
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AlessandroBregoli
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b1978b70dd
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Added enum_dipatch for Params
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3 years ago |
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AlessandroBregoli
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a2fb259124
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Params update: From Box to Enum
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3 years ago |
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AlessandroBregoli
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212f4aef4b
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Change from enum to Box<dyn Params>
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3 years ago |
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AlessandroBregoli
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30d493b240
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bugfix
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3 years ago |
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AlessandroBregoli
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0d7f932e54
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Documentation and example for ctbn
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3 years ago |
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Alessandro Bregoli
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df2f7305d5
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network comments
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3 years ago |
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AlessandroBregoli
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c4478def1d
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Commented node module
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3 years ago |
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AlessandroBregoli
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70600542d9
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Params commented
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3 years ago |
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Alessandro Bregoli
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c30c496b6b
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parameters unit tests
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3 years ago |
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Alessandro Bregoli
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9b98ecae23
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ctbn unit tests
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3 years ago |
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Alessandro Bregoli
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323c03e4e1
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Sampling done (for DiscreteStatesContinousTime nodes)
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3 years ago |
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Alessandro Bregoli
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d8dc28facb
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Sampling almost done
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3 years ago |
