John Wesley Hostetter's repositories
AAMAS-2023-FCQL
A systematic design process for a self-organizing neuro-fuzzy Q-network for model-free and offline reinforcement learning.
johnHostetter
LaTeX source for my curriculum vitae.
manim-timeline
An animated timeline to seamlessly illustrate historical events, publications over time, and demos.
captum
Model interpretability and understanding for PyTorch
d3rlpy
An offline deep reinforcement learning library
data-centric-ai
Resources for Data Centric AI
FCMpy
Fuzzy Cognitive Maps for Behavior Change Interventions and Evaluation
frbs
:exclamation: This is a read-only mirror of the CRAN R package repository. frbs — Fuzzy Rule-Based Systems for Classification and Regression Tasks. Homepage: http://sci2s.ugr.es/dicits/software/FRBS
fuzzy-rough-learn
A library of fuzzy rough machine learning algorithms
FuzzyTM
Fuzzy Topic Models
hugo-second-brain-theme
🧠 卡片盒笔记法：面向未来的第二大脑 Your future-proof second brain and digital garden for free! Make it truly yours with unlimited customization!
KEEL
KEEL: Knowledge Extraction based on Evolutionary Learning
manim
Animation engine for explanatory math videos
manim-beamer
A small repository containing my attempt to emulate the LaTeX beamer format within manim-slides.
Neuro-Fuzzy-Networks
This repository contains Numpy implementations of neuro-fuzzy networks, as well as SaFIN and HyFIS methods (possibly unfinished) of obtaining them. It also has code showing how to use R's RoughSets library.
PolicyPrep
Prepares policies from data to model; focuses on hierarchical tasks and applies reward shaping to handle delayed reward signals.
Soft-Computing
A discontinued library implementing various soft computing algorithms (e.g., APFRB, ECM, CLIP, SaFIN) in Numpy. This library will not be maintained as a newer version has been developed in PyTorch.
GARIC
Generalized Approximate Reasoning Intelligent Controller, or GARIC.
GPFRL
Generalized Probabilistic Fuzzy Reinforcement Learning, or GPFRL.
java-programming-practice
This repository contains old programming practice from my undergraduate studies.
Kohonen
An adapted form of Kohonen's feature-maps algorithm for self-organization of fuzzy logic controllers (unfinished).
soft-computing-pyrenees-integration
An old and out-dated integration between my personal soft computing library and an intelligent tutoring system called Pyrenees.
starter-hugo-academic
🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.
starter-workflows
Accelerating new GitHub Actions workflows
tSNE-Animation
Hacking sklearn's t-SNE implementation to animate embedding process
xsvmc-lib
An open source library that implements algorithms proposed to make support vector machine (SVM) predictions interpretable