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Ryan Missel's Projects

break-dice-bot icon break-dice-bot

A Discord.py Bot that handles check and contest mechanics for the TTRPG BREAK!!

causal-effect-neural-ssm icon causal-effect-neural-ssm

Repository for the 2022 MLMI work, "Neural State-Space Modeling with Latent Causal-Effect Disentanglement."

cde-ode icon cde-ode

Experiments in CDE-ODEs seq2seq models

crimmishatbot icon crimmishatbot

Simple Discord.py bot that slaps a Christmas hat on a user's avatar

gliner icon gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24

kan-ode icon kan-ode

Rough experiments on using Kolmogorov-Arnold Networks (KANs) as the replacement layers in a latent dynamics function, e.g. as the layers of a neural ODE.

meta-prior icon meta-prior

This is a reimplementation of the MetaPrior model, as proposed in "Probabilistic Meta-Representations Of Neural Networks" (Karaletsos 2018).

neural-skate icon neural-skate

WiP GAN to generate skateboard deck designs using PyTorch

ode2vae icon ode2vae

ODE2VAE: Deep generative second order ODEs with Bayesian neural networks

pokedex-bot icon pokedex-bot

Simple Discord bot to display the stats of all the pokemon in the dex

py-algs icon py-algs

Python Implementations of various Sorting Functions, Data Structures, and Distributions

pytorch-mnist icon pytorch-mnist

Implementation of varied MNIST architectures to test PyTorch

questline-vtt-tablemaker icon questline-vtt-tablemaker

PyQT5 Application that takes in a newline-delimited text file of items and automatically makes a QuestlineVTT-compatible Actions item to import.

style-time icon style-time

Experiment in using Style Transfer CNNs in real-time simulations

suno-ai-radio icon suno-ai-radio

Simple POC using Selenium and OBS to host an AI radio station where each song is generated on-the-fly using Suno.

tf-projects icon tf-projects

Repo to hold TensorFlow Projects - Current Project: MNIST GAN

tf-tuts icon tf-tuts

AI Training tutorials using TensorFlow and Keras API

titanic-ml icon titanic-ml

Implementation of various ML techniques on the Kaggle Titanic competition

torch-hypernetwork-tutorials icon torch-hypernetwork-tutorials

Hypernetwork training considerations and implementation types in PyTorch. Includes classification and time-series examples alongside 1D GroupConv Parallelization.

torch-neural-ssm icon torch-neural-ssm

Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting

torch-neuralssm-template icon torch-neuralssm-template

A modular and approachable PyTorch-Lightning template for quick-starting research with Neural State-Space Models (Neural SSMs)

vela-glitch-analysis icon vela-glitch-analysis

Repository to hold the code for studying the Vela Pulsar and its Glitch of July 2021 by the Argentine Institute of Radioastronomy

vt-localization icon vt-localization

Code for "A Hybrid Machine Learning Approach to Localizing the Origin of Ventricular Tachycardia Using 12-Lead Electrocardiograms"

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