StuartTruax/time_domain_signal_variance

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

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StuartTruax/free_energy_principle

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

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StuartTruax/bayesian_parameter_estimation

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

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StuartTruax/curriculum_learning

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

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StuartTruax/markov_decision_processes

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

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StuartTruax/box-jenkins_method

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

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StuartTruax/nonlinear_dynamics

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

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StuartTruax/stuarttruax.github.io

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StuartTruax/DNN_phase_transition

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

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StuartTruax/dictionary_big_O

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

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StuartTruax/portfolio_optimization_quadratic_programming

Portfolio optimization using quadratic programming.

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StuartTruax/lin-reg-tools

Notebooks for performing linear regressions and associated model evaluation.

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StuartTruax/classifier-tools

Notebooks for application of common ML classifiers.

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StuartTruax/ProjectileApogee

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

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StuartTruax/palabos Fork of gladk/palabos

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

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StuartTruax/Taxila-LBM Fork of ecoon/Taxila-LBM

Lattice Boltzmann code from LANL

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StuartTruax/Lattice-Boltzmann-fluid-flow-in-Tensorflow Fork of loliverhennigh/Lattice-Boltzmann-fluid-flow-in-Tensorflow

A Lattice Boltzmann fluid flow simulation written in Tensorflow.

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StuartTruax/lbm_matlab Fork of rlee32/lbm_matlab

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

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StuartTruax/RegexMatcher

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

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StuartTruax/ETF_Return_Spread

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

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StuartTruax/LSTM

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

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StuartTruax/ArithmeticParser

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

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