DrKwint

Ph.D. studying safe RL and explainable deep learning. I'll be open sourcing code here to accompany published papers.

University of Nebraska LincolnLincoln, Nebraska

Pinned Repositories

autograder-cse496dl
Language:JavaScript1 0 01
drkwint.github.io
Language:SCSS1 1 00
glow
Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
Language:Python1 0 00
good_lp
Linear Programming for Rust, with an user-friendly API. This crate allows modeling LP problems, and let's you solve them with various solvers.
Language:Rust1 0 00
Intro-Deep-Learning-Notebooks
Language:Jupyter Notebook10 0 136
nnv-py
Python Bindings for Verification and Statistics on Deep Neural Networks
Language:Python2 1 00
nnv-rs
Language:Jupyter Notebook1 3 271
pyroclast
TensorFlow-based library for PhD research
Language:Python7 1 312
sounds-deep
Python Deep Learning library for the NEAR Lab
Language:Python1 2 22
truncnorm-rs
Language:Rust0 1 00

DrKwint's Repositories

DrKwint/Intro-Deep-Learning-Notebooks
Language:Jupyter Notebook10 0 136
DrKwint/pyroclast
TensorFlow-based library for PhD research
Language:Python7 1 312
DrKwint/nnv-py
Python Bindings for Verification and Statistics on Deep Neural Networks
Language:Python2 1 00
DrKwint/autograder-cse496dl
Language:JavaScript1 0 01
DrKwint/drkwint.github.io
Language:SCSS1 1 00
DrKwint/glow
Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
Language:Python1 0 00
DrKwint/good_lp
Linear Programming for Rust, with an user-friendly API. This crate allows modeling LP problems, and let's you solve them with various solvers.
Language:Rust1 0 00
DrKwint/nnv-rs
Language:Jupyter Notebook1 3 271
DrKwint/sounds-deep
Python Deep Learning library for the NEAR Lab
Language:Python1 2 22
DrKwint/bandits
Python library for Multi-Armed Bandits
Language:Jupyter Notebook0 0 00
DrKwint/truncnorm-rs
Language:Rust0 1 00
DrKwint/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Language:Python0 0
DrKwint/highs
Safe rust bindings to the Highs MILP Solver.
Language:Rust0 0
DrKwint/inari
Language:Jupyter Notebook
DrKwint/inventions
Language:Python
DrKwint/r2048
Language:Rust2 01
DrKwint/reddit-save-scraper
Language:Python
DrKwint/safety-gym
Tools for accelerating safe exploration research.
Language:Python0 0
DrKwint/safety-starter-agents
Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.
Language:Jupyter Notebook0 0
DrKwint/simple_safety_gym
Language:Python
DrKwint/truncnorm
Language:Python1 0
DrKwint/website
Language:HTML0 0