Eshemomoh

ColossalAI

Making large AI models cheaper, faster and more accessible

Deep-Learning-Projects

My different deep learning projects using TensorFlow

Distillation-models-using-Pyomo

This project contains all my modeling, simulation, and optimization works for distillation columns using Pyomo

handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

handful-of-trials-pytorch

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

Machine-learning-from-data

mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

Model-Predictive-Control-MPC

This repository contains my work on using state estimation and MPC for control applications

neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

Nonlinear-MPC-NMPC-Applications

Nonlinear MPC applications to different dynamic systems

Eshemomoh/Distillation-models-using-Pyomo

This project contains all my modeling, simulation, and optimization works for distillation columns using Pyomo

Eshemomoh/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

Eshemomoh/ColossalAI

Making large AI models cheaper, faster and more accessible

Eshemomoh/Nonlinear-MPC-NMPC-Applications

Nonlinear MPC applications to different dynamic systems

Eshemomoh/quadruple-tank-setup

Reproducible Low-cost Flexible Quadruple-Tank Process Experimental Setup for Control Educators, Practitioners, and Researchers

Eshemomoh/Deep-Learning-Projects

My different deep learning projects using TensorFlow

Eshemomoh/Model-Predictive-Control-MPC

This repository contains my work on using state estimation and MPC for control applications

Eshemomoh/mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

Eshemomoh/handful-of-trials-pytorch

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

Eshemomoh/handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

Eshemomoh/Trustworthy-ML-Project

Trustworthy ML class project

Eshemomoh/Machine-learning-from-data