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zomux avatar zomux commented on July 22, 2024

Hi,

Glad to hear there is a volunteer for contribution.

The purpose for deepy is somehow different from other frameworks such as keras and theanets, which aims to provide DNNs as blackboxes with simple interfaces, like sklearn.

The purpose of deepy is mainly for research. Build models in a short time and test it out, without worrying about exploding gradients. Anyway, a clean high-level interface is still crucial.

Anyway, I plan to create a tutorial on how to build customized models and conduct experiments with deepy.

Other than that, the current plan for development is to build following models:

  • Language models
  • Neural machine translation
  • Models related with Neural turing machine
    • For example, DRAW
  • Models with reinforcement learning
    • Deep Q learning is already done
  • Word 2 Vec if I have time

So, actually there are many works to do.

from deepy.

zomux avatar zomux commented on July 22, 2024

Okay, I will create a brief tutorial these days.

from deepy.

urwithajit9 avatar urwithajit9 commented on July 22, 2024

Hi,

Happy to see the to-do list.

I am new to Machine learning so if you can assign task basis job i will be able to complete in given time.

With Regards.
Ajit

from deepy.

ganarajpr avatar ganarajpr commented on July 22, 2024

👍

from deepy.

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