Organic Chemistry reaction with NMT

Abhishek Nandy

Abhishek Nandy

Kolkata, WB

1 0
  • 0 Collaborators

In this project we are using organic reaction and their mechanism for translating reagents and reactants to products. ...learn more

Project status: Under Development

Artificial Intelligence

Intel Technologies
OpenVINO

Links [1]

Overview / Usage

Reinforcement learning coach from Intel
Abstract
We will be exploring the Reinforcement Learning coach from Intel. The idea behind the abstract is that we are exploring one of the best resources which is open sourced from Intel. We are trying to find ways where we will be implementing the Open Vino Toolkit with the Reinforcement Learning coach.
Coach is a python reinforcement learning research framework containing implementation of many state-of-the-art algorithms.
There are lot of examples to explore

Visualizing the process
The reinforcement learning examples helps us to visualize the process

Exploring with Open Vino
It allows us to find the relation between different models and open vino toolkit. Making the process simpler for PC will be our first option.
We will be following the process as depicted in the figure.

Methodology / Approach

Reinforcement learning coach from Intel
Abstract
We will be exploring the Reinforcement Learning coach from Intel. The idea behind the abstract is that we are exploring one of the best resources which is open sourced from Intel. We are trying to find ways where we will be implementing the Open Vino Toolkit with the Reinforcement Learning coach.
Coach is a python reinforcement learning research framework containing implementation of many state-of-the-art algorithms.
There are lot of examples to explore

Visualizing the process
The reinforcement learning examples helps us to visualize the process

Exploring with Open Vino
It allows us to find the relation between different models and open vino toolkit. Making the process simpler for PC will be our first option.
We will be following the process as depicted in the figure.

Technologies Used

Intel Open Vino Toolkit
NMT Model
seq2seq.model

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