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Vince's Projects

algorithms icon algorithms

Implementations of classic and common algorithms

baggedforestlearner icon baggedforestlearner

Equity trader using a bagged random forest learner, with benchmark comparison analysis.

cv-facial-detection icon cv-facial-detection

Demonstration of a number of computer vision techniques, culminating with facial keypoint detection with a convolutional neural network (CNN).

deepculturemonitor icon deepculturemonitor

A Raspberry Pi-based monitoring and control system for deep water culture (DWC) hydroponics.

dsnyholidays icon dsnyholidays

Python code to determine whether a given date is a DSNY holiday

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

minilight icon minilight

An Arduino-powered LED-strip nightlight, featuring an ambient light sensor and on/off button.

nextframe icon nextframe

A script for Photoshop which saves the current file, adding or incrementing a 5-digit serial number at the end of the filename, and keeps the file open for editing and subsequent saving as a new file. Useful for rapid production of animation frames, rotoscoping, or repetitive tasks like nametag creation.

pantrylight icon pantrylight

An Arduino-powered LED-strip pantry light, featuring fn easter eggs!

sdl_pi_sht30 icon sdl_pi_sht30

High Reliability Pure Python Drivers for the SwitchDoc Labs Grove SHT30 base Temperature and Humidity Sensors

td_lambda icon td_lambda

Replication of Richard Sutton's 1988 results exploring temporal difference learning and the TD(lambda) algorithm.

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