Recent Releases of pycid
pycid - Update types to make optional types explicit
This release fixes the failing linting tests by update types to make optional types explicit.
- Jupyter Notebook
Published by Jamesfox1 over 2 years ago
pycid - Improve macid to efg transformation
This release significantly improves the efficiency of the MACID to EFG transformation for the get_spe() function.
- Jupyter Notebook
Published by Jamesfox1 over 3 years ago
pycid - Mixed Nash Equilibria in N-agent games
This release adds methods for computing mixed Nash equilibria and mixed subgame perfect equilibria (for an arbitrary number of players) using the pygambit library.
Backwards compatibility Notes:
Note that this breaks backwards compatibility by removing the get_all_pure_ne, get_all_pure_ne_in_sg, and get_all_pure_spe class methods from the MACID class. This is because pure variants of NE and SPE can be found by simply selecting the "enumpure" solver as an argument in the new get_ne, get_ne_in_sg, and get_spe MACID class methods.
- Jupyter Notebook
Published by Jamesfox1 over 3 years ago
pycid - Exposes layout as a keyword argument in Causal Bayesian Network's draw method
This version:
- exposes layout as a keyword argument in Causal Bayesian Network's draw method. This allows the user to try alternative layout algorithms (compared with the Kamada-Kawai default).
- fixes various setup and PyPI bugs
- Jupyter Notebook
Published by Jamesfox1 over 4 years ago
pycid - add sampling method
add the method CausalBayesianNetwork.sample()
- Jupyter Notebook
Published by tom4everitt over 4 years ago
pycid - CPD arguments must now match case of parent names
This release breaks backwards compatibility by forcing the arguments for CPDs to match the case of the names of the parent variables. Previously, the lowercase version of the parent names were used, which lead to less intuitive model specification and more complex and brittle code.
- Jupyter Notebook
Published by tom4everitt over 4 years ago
pycid - Force pgmpy to be version 0.1.13
Later versions of pgmpy create bugs in PyCID - until these are resolved, PyCID will use pgmpy version 0.1.13
- Jupyter Notebook
Published by Jamesfox1 almost 5 years ago
pycid - Performance improvements and random_dag
- Jupyter Notebook
Published by tom4everitt about 5 years ago
pycid - Add quantitative VOC function and Causal Bayesian Network Class
In this release, we provide: - a function that computes the quantitative value of control. - a CausalBayesianNetwork class for defining causal Bayesian networks (many of the methods previously housed in the MACIDBase class now sit within CausalBayesianNetwork and MACIDBase inherits from CausalBayesianNetwork)
- Jupyter Notebook
Published by Jamesfox1 about 5 years ago
pycid - Add quantitative VOI function
This adds a quantitative VOI function
- Jupyter Notebook
Published by Jamesfox1 about 5 years ago
pycid - domain rather than state_names interface
- Jupyter Notebook
Published by tom4everitt about 5 years ago