v0.0.14

What's Changed

• fix import error when using pip with v.0.0.13 by @LegrandNico in #153
• v0.0.14 by @LegrandNico in #154

Full Changelog: v0.0.13...v0.0.14

v0.0.13

What's Changed

• various packaging and documentation updates by @LegrandNico in #136
• add a tutorial on multi armed bandit tasks by @LegrandNico in #137
• dissociate posterior updates from prediction errors by @LegrandNico in #139
• fix invalid node indexe in plot_node() by @LegrandNico in #145
• dissociate time steps and input data when passed to beliefs_propagation by @LegrandNico in #146
• do not plot surprise when there is none by @LegrandNico in #148
• use a mask to cancel the influence of unobserved values by @LegrandNico in #149
• hide surprise for unobserved values by @LegrandNico in #150
• v0.0.13 by @LegrandNico in #151
• upload pypi by @LegrandNico in #152

Full Changelog: v0.0.12...v0.0.13

v0.0.12

What's Changed

• revert ehgf update step for value coupling by @LegrandNico in #116
• Raising Exception with add_input_node if the index already exists (#118) by @mkhm in #121
• Add support for AR1 processes by @LegrandNico in #117
• Update pre-commit and fix API documentation by @LegrandNico in #123
• Add JGET HGF (volatility coupling for continuous input nodes) by @LegrandNico in #125
• documentation by @LegrandNico in #126
• rearrange the tutorial page by @LegrandNico in #129
• refactor update functions and add equations in the doctrings by @LegrandNico in #132
• remove unused Sphinx extensions - cleaning docstrings by @LegrandNico in #134
• v0.0.12 by @LegrandNico in #135

Full Changelog: v0.0.11...v0.0.12

v0.0.11

What's Changed

• add default parameters to the HGF distribution by @LegrandNico in #108
• prediction update only apply to the target node by @LegrandNico in #109
• Correction on docs in math.py by @mkhm in #110
• small fixes in the documentation by @LegrandNico in #111
• simplify binary state node prediction by @LegrandNico in #113
• use explicit descriptions instead of greek letters by @LegrandNico in #114
• Add eHGF update step by @LegrandNico in #112
• version bump by @LegrandNico in #115

New Contributors

• @mkhm made their first contribution in #110

Full Changelog: v0.0.10...v0.0.11

v0.0.10

What's Changed

• split the update functions into readable submodules by @LegrandNico in #95
• remove nu from the nodes attributes by @LegrandNico in #100
• add binary precision parameter to the HGF distribution by @LegrandNico in #103
• rewrite and simplify the update functions by @LegrandNico in #105
• add figure and notebook for the method paper by @LegrandNico in #102
• simplify update functions by @LegrandNico in #106

Full Changelog: v0.0.9...v0.0.10

v0.0.9

What's Changed

• fix package paths and imports by @LegrandNico in #93

Full Changelog: v0.0.8...v0.0.9

v0.0.8

What's Changed

• refactor packaging to handle submodules in Colab by @LegrandNico in #91

Full Changelog: v0.0.7...v0.0.8

v0.0.7

What's Changed

• internal refactoring and variables naming convention by @LegrandNico in #82
• add support for categorical state nodes by @LegrandNico in #83
• add binary softmax response function by @LegrandNico in #88
• CPC tutorial and documentation by @LegrandNico in #89

Full Changelog: v0.0.6...v0.0.7

v0.0.6

What's Changed

• nodes can store additional parameters by @LegrandNico in #73
• children/parents coupling strength stored in nodes' parameter by @LegrandNico in #74
• explicit variable names in the update functions and avoid duplicating parameters by @LegrandNico in #75
• update function for multivariate descendency by @LegrandNico in #76
• plot_nodes method by @LegrandNico in #70
• support for multiple binary children by @LegrandNico in #79
• improve code coverage by @LegrandNico in #80
• v0.0.6 by @LegrandNico in #81

Full Changelog: v0.0.5...v0.0.6

v0.0.5

What's Changed

• typo by @LegrandNico in #59
• documentation on networks by @LegrandNico in #60
• restore the theory tutorial by @LegrandNico in #61
• multivariate input values for probabilistic networks by @LegrandNico in #62
• test the exact values of all parameters after node updates by @LegrandNico in #64
• value coupling to continuous parent with multiple children by @LegrandNico in #63
• remove numba from dependencies by @LegrandNico in #66
• add a second input_data method for models with time varying update sequences by @LegrandNico in #67
• add environment.yml by @LegrandNico in #68
• change numpy versions in requirements by @LegrandNico in #69
• document the use of custom response functions by @LegrandNico in #71
• v0.0.5 by @LegrandNico in #72

Full Changelog: v0.0.4...v0.0.5