Pinned Repositories
cortex
A framework leveraging SOTA DL models and a novel knowledge representation algorithm toward more intelligent continuously learning agents.
transfer-learning
An experiment testing the capabilities of transfer learning from pre-trained computer vision models to simpler ML models.
song-splitter
Using ML for audio source separation. Specifically vocal isolation from song files. See README.md
natural-selection
A combination of the prerequisites for evolution and some elementary machine learning creating an interesting exemplification of natural selection.
SEIZURE_PREDICTION
gym-bipedal-walker
Genetic algorithm for attempting to solve OpenAI Gym's Bipedal Walker problem.
cartpole-explained
A copy of the linked PyTorch reinforcement learning example with helpful comments explaining what's going on in the code.
dss-accelerometer-analysis
Analysis and summarization of Samsung accelerometer data in R
dss-datasharing
The Leek group guide to data sharing
dss-exploratory-graphs
Exploratory Graphs Project
kleinsasser's Repositories
kleinsasser/transfer-learning
An experiment testing the capabilities of transfer learning from pre-trained computer vision models to simpler ML models.
kleinsasser/cortex
A framework leveraging SOTA DL models and a novel knowledge representation algorithm toward more intelligent continuously learning agents.
kleinsasser/song-splitter
Using ML for audio source separation. Specifically vocal isolation from song files. See README.md
kleinsasser/natural-selection
A combination of the prerequisites for evolution and some elementary machine learning creating an interesting exemplification of natural selection.
kleinsasser/modern-full-stack-development
Source code for 'Modern Full-Stack Development' by Frank Zammetti
kleinsasser/uw-machine-learning
A collection of notable academic projects.
kleinsasser/iris-api
RESTful API for making Iris Dataset predictions with pretrained logistic regression models
kleinsasser/gym-bipedal-walker
Genetic algorithm for attempting to solve OpenAI Gym's Bipedal Walker problem.
kleinsasser/gym-mountain-car
RL policy for solving OpenAI Gym's MountainCar problem
kleinsasser/cartpole-explained
A copy of the linked PyTorch reinforcement learning example with helpful comments explaining what's going on in the code.
kleinsasser/mnist-classifier-cnn
Another classic. More PyTorch familiarization. Ended up almost a complete copy of the linked tutorial.
kleinsasser/iris-dataset-classifier
Simple model built with PyTorch to start familiarizing myself with the library
kleinsasser/jjs-scheduler
Program that takes employee information (15 variables) (ex. available hours, maximum hours, worker type) from an excel document and returns a one-week schedule based on the provided information. UI was entirely neglected, made for an ex-boss and my own personal gratification.
kleinsasser/dss-exploratory-graphs
Exploratory Graphs Project
kleinsasser/dss-accelerometer-analysis
Analysis and summarization of Samsung accelerometer data in R
kleinsasser/dss-pa2
Repository for Programming Assignment 2 for R Programming on Coursera
kleinsasser/dss-datasharing
The Leek group guide to data sharing