TFLearn
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TFLearn
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TFLearn Reviews & Product Details - Page 2

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TFLearn Overview

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What is TFLearn?

TFlearn is a modular and transparent deep learning library built on top of Tensorflow that provide a higher-level API to TensorFlow in order to facilitate and speed-up experimentations, while remaining fully transparent and compatible with it.

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Product Description

TFlearn is a modular and transparent deep learning library built on top of Tensorflow that provide a higher-level API to TensorFlow in order to facilitate and speed-up experimentations, while remaining fully transparent and compatible with it.

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TFLearn
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Recent TFLearn Reviews

Verified User
I
Verified UserEnterprise (> 1000 emp.)
4.0 out of 5
"TFLearn makes it easy to build TF Models"
TFlearn is fully transparent when compared to TensorFlow. All functions are built over tensors and can be used independently of TFLearn.It also sup...
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Shakha J.
SJ
Shakha J.Small-Business (50 or fewer emp.)
5.0 out of 5
"Super easy to implement"
I work in the law IT field and this framework has helped us to create good network of vast data available through deep learning.
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Shipra J.
SJ
Shipra J.Small-Business (50 or fewer emp.)
4.0 out of 5
"Best framework for NLP "
I am working on an application with deals with customer interaction using chatbox. TFLearn helps me to create the request and responses for the cli...
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20 TFLearn Reviews

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Overall Review Sentiment for TFLearnQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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Verified User in Medical Devices
UM
Small-Business(50 or fewer emp.)
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Review source: G2 invite
Incentivized Review
What do you like best about TFLearn?

The best thing about TFLearn is it's seamless experience with graph visualizations showing all the details about weights, gradients and activations. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

It's been seamless so far and there is nothing I dislike. Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

I have been trying to build a neural network to detect ischemia using MCG data and the benefits of using TFLearn is that I do not have to scratch my brains around code syntax which allows me to focus more on the research aspect. Review collected by and hosted on G2.com.

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What do you like best about TFLearn?

It is very easy to learn. It is higher-level API to TensorFlow and makes building up a machine learning model much faster and easier with less complications. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

The explanations on its website about different parts and models and libraries is way far from being comprehensive, In most of the cases, a feature is just explained with few lines. Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

Do not just use the library as a black box, but also try to read and understand the modules of the library,

it is easy to understand and will help you gain confidence in changing something in the functions of the library, in case needed Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

As a researcher and engineer, it gave me the ability to easily integrate my medium knowledge of machine learning into the real life application that I needed. Review collected by and hosted on G2.com.

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Verified User in Information Technology and Services
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What do you like best about TFLearn?

I liked the transparency over Tensorflow, the powerful helper functions with support of multiple inputs, outputs and optimizers, and mostly the beautiful visualization support. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

I found it a little bit hard to use multiple gpus. Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

I've solved a multiclass business classification problem using TFLearn. I found its visualization support very beneficial. Review collected by and hosted on G2.com.

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Verified User in E-Learning
UE
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What do you like best about TFLearn?

Syntax are easier and cleaner.

Faster and transparent.

Visualization is great. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

Not able to install in Windows.

Few more tutorials will be really helpful. Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

Great for deep learning models.

Easier to implement.

Great visualization. Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

Classification problem in Natural Language Processing.

Visualization of network is helpful for understanding. Review collected by and hosted on G2.com.

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Verified User in Research
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What do you like best about TFLearn?

I am not a heavy user of TF but I know working with TF is not as easy as other tools and TFLearn has tried to abstract things out Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

I haven't used it much to be able to say how it's better or worst than TF Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

I used the manual to learn tensorflow. Review collected by and hosted on G2.com.

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What do you like best about TFLearn?

Powerful Tool. Pretty good for Deep Learning. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

No Support for Windows. TensorFlow lacks behind in both speed and usage when compared to its competitors Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

Great Tool for Deep Learning. Review collected by and hosted on G2.com.

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Verified User in Computer Software
CC
Enterprise(> 1000 emp.)
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What do you like best about TFLearn?

TFLearn is a very useful tool to have in your Machine Learning toolkit Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

Integration with a third party application Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

Tensorflow Review collected by and hosted on G2.com.

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What do you like best about TFLearn?

A good higher level abstraction for using deep learning models out of the box. Saves the headache of having to create a manual configuration from scratch in tensorflow (other than if you want to use the Estimator API, which isn't that configurable). If I need to test a new architecture for my business-case, this can easily spin up one for me, the default configurations are quite usable. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

Quite a few things, firstly why hasn't this merged with Tensorflow yet? Why is there no one addressing Github issues promptly? This is one of the few opensource libraries with over 500 open issues most of which seem to be legit on opening manually, and no one but the developer can address it as its not a usage doubt, but a bug. Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

If you want easy and speedily available test networks, go for it but in the long run more stable networks on the original tensorflow will be better. Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

Trying out deep learning models wasn't easier ever. TFLearn can give a workable solution very easily and its graph visualization helps in explaining the technical process to non-technical beneficiaries very conveniently. I was very much used to sklearn's API and now seeing something similar for tensorflow is like a win-win situation where I get the ease of a consistent API and power of the new Tensorflow library. Review collected by and hosted on G2.com.

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Review source: G2 invite
Incentivized Review
What do you like best about TFLearn?

simple abstraction on tensorflow, much easier to use than tf Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

not as powerful than tensorflow in terms of functionality Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

machine learning Review collected by and hosted on G2.com.

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Verified User in Research
GR
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Incentivized Review
What do you like best about TFLearn?

It is a high level interface on the top of tensorflow, so if you don't want to spend days dealing with TF at the beginning, TFLearn is the best Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

the toturial is very brief, it needs more information about the library Review collected by and hosted on G2.com.

What problems is TFLearn solving and how is that benefiting you?

I solve machine leaning problems in engineering applications Review collected by and hosted on G2.com.

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