Joshua Pulsipher (pulsipher)

pulsipher

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Company:University of Waterloo

Location:Waterloo, ON, Canada

Home Page:https://pulsipher.info

Twitter:@Pulsipher42

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Joshua Pulsipher's starred repositories

neuraloperator

Learning in infinite dimension with neural operators.

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python-control

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

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imitation

Clean PyTorch implementations of imitation and reward learning algorithms

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procgen

Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

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Oceananigans.jl

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

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Gridap.jl

Grid-based approximation of partial differential equations in Julia

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lets-do-irl

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

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ControlSystems.jl

A Control Systems Toolbox for Julia

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tf2rl

TensorFlow2 Reinforcement Learning

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OMLT

Represent trained machine learning models as Pyomo optimization formulations

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NeuralOperators.jl

DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

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InfiniteOpt.jl

An intuitive modeling interface for infinite-dimensional optimization problems.

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gym-extensions

This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)

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Nonconvex.jl

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

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pdc

Process Dynamics and Control

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PiecewiseLinearOpt.jl

Solve optimization problems containing piecewise linear functions

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inv_rl

Inverse Reinforcement Learning Argorithms

ExaModels.jl

An algebraic modeling and automatic differentiation tool in Julia Language, specialized for SIMD abstraction of nonlinear programs.

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InfiniteLinearAlgebra.jl

A Julia repository for linear algebra with infinite matrices

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DisjunctiveProgramming.jl

A JuMP extension for Generalized Disjunctive Programming

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PDENLPModels.jl

A NLPModel API for optimization problems with PDE-constraints

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MadDiff.jl

An automatic differentiation and algebraic modeling package

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project-pareto

An Optimization Framework for Produced Water Management and Beneficial Reuse

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MomentOpt.jl

A Julia modeling layer for the Generalized Moment Problem

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parapint

Parallel solution of structured nonlinear optimization problems

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EAGODynamicOptimizer.jl

Extension of the EAGO to Problems with Parametric Differential Equation Constraints

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DynamicBounds.jl

Bounds and Relaxations of Parametric Differential Equations

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