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arithmeticparser

Java class which parses and evaluates arithmetic expressions using LL(1) parsing.

bayesian_parameter_estimation

Markov Chain Monte Carlo (MCMC) Bayesian parameter estimation using pymc3.

box-jenkins_method

Box-Jenkins model identification method applied to the S&P 500.

classifier-tools

Notebooks for application of common ML classifiers.

curriculum_learning

Curriculum learning applied to the signal detection problem for noisy time series data.

dictionary_big_o

Time complexity study of the search operation for several dictionary implementations.

dnn_phase_transition

Examples of using deep learning for analyzing systems exhibiting phase transitions and critical phenomena.

etf_return_spread

Python code which fits exponential curves to time series price data of several ETFs.

free_energy_principle

Simulation code and detailed exposition of the free energy princple (FEP).

lattice-boltzmann-fluid-flow-in-tensorflow

A Lattice Boltzmann fluid flow simulation written in Tensorflow.

lbm_matlab

Lattice Boltzmann Method (LBM) codes in MATLAB for educational purposes, based on codes in the textbook by A. A. Mohamad.

lin-reg-tools

Notebooks for performing linear regressions and associated model evaluation.

lstm

Implementation of J. Schmidhuber’s LSTM recurrent neural network architecture for sequential data. (C++ using XCode IDE)

markov_decision_processes

Implementations of several solution methods for Markov decision processes (MDPs).

nonlinear_dynamics

Codes for analyzing and visualizing nonlinear dynamical systems. Based on the systems in the textbook by S. Strogatz.

palabos

Git for Palabos http://www.palabos.org/

portfolio_optimization_quadratic_programming

Portfolio optimization using quadratic programming.

projectileapogee

Analysis of the apogee achieved by a projectile in fluid media under inviscid fluid assumptions.

regexmatcher

Python code which shows two techniques for matching regular expression patterns involving the Kleene star "*" to string input.

stuarttruax.github.io

taxila-lbm

Lattice Boltzmann code from LANL

time_domain_signal_variance

Code and explanation of Allan variance applied to time series data.