v0.0.19

What's Changed

• Add a Network class to handle fundamental network operations by @LegrandNico in #188
• rename the network submodule to utils by @LegrandNico in #190
• add generalised Bayesian filter node by @LegrandNico in #191
• v0.0.19 by @LegrandNico in #196

Full Changelog: v0.0.18...v0.0.19

v0.0.18

What's Changed

• Add methods and tutorial for generalized Bayesian filtering by @LegrandNico in #180
• Use a new equation for the prediction step of continuous state nodes by @LegrandNico in #181
• Allow passing attributes as keyword arguments when using .add_nodes() by @LegrandNico in #185
• show confidence interval when plotting the belief trajectories of input nodes by @LegrandNico in #186
• v0.0.18 by @LegrandNico in #189

Full Changelog: v0.0.17...v0.0.18

v0.0.17

What's Changed

• update default packages and python versions by @LegrandNico in #177
• edits to the main landing page by @chmathys in #173
• update documentation for multilevel modelling and parameters recovery by @LegrandNico in #176
• add a navigation panel to the documentation by @LegrandNico in #178
• v0.0.17 by @LegrandNico in #179

Full Changelog: v0.0.16...v0.0.17

v0.0.16

What's Changed

• use JAX up to 0.4.19 by @LegrandNico in #161
• Some typos by @chmathys in #164
• Correct link to API documentation by @chmathys in #165
• Change main title to align with the paper by @LegrandNico in #166
• Rename Theory notebooks by @chmathys in #168
• ensure jax >= 0.4.14 by @LegrandNico in #169
• Install watermark when on Colab by @chmathys in #167
• sample parameters from response functions by @LegrandNico in #170
• remove the init() method from the HGF base class by @LegrandNico in #171

New Contributors

• @chmathys made their first contribution in #164

Full Changelog: v0.0.15...v0.0.16

v0.0.15

What's Changed

• new graph network illustration by @LegrandNico in #155
• merge the node creation methods into a unique add_nodes method by @LegrandNico in #157
• fix volatility coupling updates for multi children by @LegrandNico in #159
• v0.0.15 by @LegrandNico in #160

Full Changelog: v0.0.14...v0.0.15

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