Compare TensorFlow и Torch

Benefits:

This Library is very flexible for doing Matrices and Tensor So building very deep high level but quick and scalable ready to use neural networks is... Read more

This Library is very flexible for doing Matrices and Tensor So building very deep high level but quick and scalable ready to use neural networks is at your finger tips. The added other Anaconda Library and Keras compatibility

Drawbacks:

Depreciation of the code is frustrating. To use one form just to throw a Error message.

Summary:

Benefits:

The 2.0 version is easy to set up and there are a lot of APIs that are integrated for using various programming languages to do the same thing. I ... Read more

The 2.0 version is easy to set up and there are a lot of APIs that are integrated for using various programming languages to do the same thing. I personally have been using python with this application and have had very little problems getting going. There are a lot of tutorials on getting started, some good data available for free to assist with the learning process. Everything can be run locally which makes it easy to expand on-site. Cloud options are also affordable.

Drawbacks:

The learning curve is a bit steep. This isn't specifically an issue because of TensorFlow itself, the idea of neural networks are not simple. Ten... Read more

The learning curve is a bit steep. This isn't specifically an issue because of TensorFlow itself, the idea of neural networks are not simple. TensorFlow has made improvements on 2.0, that make it easier to use compared to previous versions.

Summary:

Human pattern recognization, image recognization. Habits and trends.

Benefits:

The feature of the Google Cloud ML Engine that I most like is the machine learning features that have been provided by this platform. The ML featur... Read more

The feature of the Google Cloud ML Engine that I most like is the machine learning features that have been provided by this platform. The ML features of this engine provide SOTA results in every task in machine learning and artificial intelligence. The ML features are very handy and easy to use and integrate in other applications as well. I would recommend everyone to use Google Cloud ML Engine for developing AI systems.

Drawbacks:

The pricing, when exceeded the free tier of Google Cloud ML platform, is high. The pricing is high compared to other services like Azure Cloud ML p... Read more

The pricing, when exceeded the free tier of Google Cloud ML platform, is high. The pricing is high compared to other services like Azure Cloud ML platform.

Summary:

My overall experience with Google Cloud ML platform was very good. I used it's machine learning services to integrate those in my web applications.

Benefits:

TensorFlow is a very powerful framework, and with the new version and the Keras interface, it is 10 times much easier to use, for simple usage. Ear... Read more

TensorFlow is a very powerful framework, and with the new version and the Keras interface, it is 10 times much easier to use, for simple usage. Earlier it used to require a deeper level of understanding to use the library, but now it is very fluid, simple, and at the same time effective.

Drawbacks:

Even though the Keras interface offers a simple way to work with TensorFlow, it is sometimes not possible or convenient to use Keras. Hence, one mu... Read more

Even though the Keras interface offers a simple way to work with TensorFlow, it is sometimes not possible or convenient to use Keras. Hence, one must fall back to the previous API which is confusing to use sometimes.

Summary:

TensorFlow is one of the most powerful frameworks made for machine learning and analysis. It's so powerful that almost all of the other machine lea... Read more

TensorFlow is one of the most powerful frameworks made for machine learning and analysis. It's so powerful that almost all of the other machine learning frameworks are built over TensorFlow or inspired from it. It comes in handy for almost any stage related to Machine Learning, as it houses methods and toolkits to load data, analyze it, visualize results and much more.

Benefits:

Note that the Lua version is unmaintained - only the Python and R libraries still receive maintenance. That said, Torch is a wonderful library for ... Read more

Note that the Lua version is unmaintained - only the Python and R libraries still receive maintenance. That said, Torch is a wonderful library for using tensors and other objects in machine learning. Very convenient tools and functions for implementing algorithms and whatnot.

Drawbacks:

As said, the Lua version is unmaintained. The R version also is missing many features from PyTorch. The Python version, however, is top of the line.

Summary:

Benefits:

Since the introduction of pytorch framework, i have been using it more extensively compared to other frameworks like tensorflow and the rest. Pytor... Read more

Since the introduction of pytorch framework, i have been using it more extensively compared to other frameworks like tensorflow and the rest. Pytorch has one of the most beautifully designed documentation page , it aslo comes with lots of pretrained convolutional neural networks architectures (CNN) which i use extensively.

Drawbacks:

supports only nividia GPU for faster computations as cuda only supports nividia.

Summary:

Used this framework for machine learning applications mostly image classifications

Benefits:

It incorporates most of the state-of-the-art research and papers algorithms for deep learning. The new PyTorch solves the main issue of this softwa... Read more

It incorporates most of the state-of-the-art research and papers algorithms for deep learning. The new PyTorch solves the main issue of this software (it uses Python instead of LUA)

Drawbacks:

The main cons is having to program in LUA. Nowadays, Matlab and Python are the main programming languages. Having to program in LUA makes it hard t... Read more

The main cons is having to program in LUA. Nowadays, Matlab and Python are the main programming languages. Having to program in LUA makes it hard to prototype for most of us.

Summary:

Benefits:

Torch is very helpful, I use torch when downloading videos from Youtube.It the best alternative to chrome for browsing. The software is user fri... Read more

Torch is very helpful, I use torch when downloading videos from Youtube.It the best alternative to chrome for browsing. The software is user friendly.Privacy settings are awesome and they are fine organized to give a full secured browsing.

Drawbacks:

when Updating, it consumes queit mobile data. Sometimes the browsing speed gets slow when using with VPN.

Summary:

It is good and fast web browser which can easily be use by any person.Downloading and Uploading are better with Torch.it is amazing using Torch ... Read more

It is good and fast web browser which can easily be use by any person.Downloading and Uploading are better with Torch.it is amazing using Torch especially youtube