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aspen_hysys_python

Aspen HYSYS - Python connection

aspenplus-python-interface

Aspen Plus - Python interface which acts as an API to automate the design synthsis. It includes all variables for RADFRAC, DSTWU, Flash2, RYield, RPlug, RCSTR, Heater, Mixer, Splitter. It includes a optimization library implementation from scipy

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

distillationtrain-gym

dwsim

DWSIM is a Steady-State and Dynamic Sequential Modular Chemical Process Simulator for Windows, Linux and macOS.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-hybrid

Collection of OpenAI parametrized action-space environments.

pyaspenplus

This is a Python package for AspenPlus manipulating.

pyproj

python-intermediate-inflammation

reinforcement-implementation

Implementation of benchmark RL algorithms

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl-process-design

Deep reinforcement learning for design of chemical engineering processes

rl-specialization

Codes and materials for the Coursera specialization on Reinforcement Learning