Dustin Fast's repositories

PTC-Sim

A PTC Back Office Server with web interface, track/locomotive simulators, and EMP messaging subsystem.

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intuitive_agent

An ensemble learning system able to adapt to terminal environments in a general way.

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myfs

A file system utilizing FUSE (Filesystem in User Space)

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aeye_typer

An accessibility tool (WIP) attempting to allow hands free use of a virtual mouse and keyboard via a screen-mounted eyetracker and (possibly) a wearable EEG device.

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CSCode

A walkthrough and skeleton solution for developing C#/.Net applications in VSCode

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docker_vscoderun

A simple client/server application to open a file in visual studio code on a host from inside a docker container.

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dugong

A lexical analyzer, recursive descent parser, and REPL for the Dugong programming language.

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eight_tile_solver

A demonstration of intelligent search space techniques applied to user-configurable 8-tile puzzles.

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mancala_agent

A "from scratch" adversarial AI agent (minimax w/ alpha-beta pruning) applied to the zero-sum game of Mancala. One player is human, the other is the agent.

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TeamPlayTracker

A Team-Play golf tournament manger supporting auto-creation of balanced teams, oppenent-pairings, and tee-time schedules. Contains Constraint Propagation and Hill Climbing algorithm implementations.

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hc_ANN

A "from scratch" Artificial Neural Network (ANN) algorithm. The ANN is demonstrated in the context of hand-written digit classification.

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hosted_console

A web-based console interface for running terminal applications in a hosted web environment.

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lin_regr

A linear regression modeler for determining bivariate statistical correlation.

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mem_mgr

A replacement for the C stdlib functions malloc, calloc, realloc, and free. Implemented with the POSIX mmap and munmap syscalls.

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pipeobserver

A replacement for the GNU "tee" utility, implemented using POSIX syscalls only.

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pupilpy

Demonstrates using OpenCV's facial feature classifiers to easily approximate eye/nose coordinates in real time by analyzing frames from the users webcam.

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sudoku_solver

An intelligent Sudoku solver. Uses a "from scratch" constraint propagation algorithm to solve any valid Sudoku puzzle in ~0.01 seconds.

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