Open-source contributions

• SOMATA: State-space oscillator modeling and time series analysis

  State-space Oscillator Modeling And Time-series Analysis (SOMATA) is a Python library for state-space neural signal processing algorithms developed in the Purdon Lab.

  Authors: Mingjian He, Proloy Das, Ran Liu, Amanda Beck, Patrick Purdon

Toy projects

• Push/fold heads-up Texas Hold'em solver

  A Nash equilibrium solver for the 2-player Push/Fold (all-in or fold preflop) subgame of Texas Hold'em, written in Rust and compiled to WebAssembly. The game is solved via CFR+, a counterfactual regret minimization algorithm variant with good empirical performance. Precomputed tables of equities and matchup probabilities enable fast solutions.

• Push/fold three-way Texas Hold'em solver

  A CFR+ approximation of the 3-player Push/Fold subgame of Texas Hold'em, written in Rust and compiled to WebAssembly. With three players CFR carries no convergence guarantee to a Nash equilibrium, so the solver reports NashConv (the summed best-response gaps) instead: a small value still certifies the profile is hard to exploit.