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TFLearn Reviews & Product Details

Verified User in Information Technology and Services
II
Enterprise(> 1000 emp.)
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What do you like best about TFLearn?

TFlearn is fully transparent when compared to TensorFlow. All functions are built over tensors and can be used independently of TFLearn.It also supports most of deep learning models. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

I dislike the requirement to update TensorFlow to avoid incompatibility issues and the fact that not all deep learning models are supported by TFLearn. Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

Take the time to compare TFLearn to Keras and you will notice how cleaner TFLearn syntax is. Review collected by and hosted on G2.com.

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

I have used TFLearn for face recognition, image classification, and time series modeling (CNN & LSTM). Review collected by and hosted on G2.com.

TFLearn Overview

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.

TFLearn Details
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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...
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.
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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Video Reviews

19 out of 20 Total Reviews for TFLearn

4.0 out of 5
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19 out of 20 Total Reviews for TFLearn
4.0 out of 5
19 out of 20 Total Reviews for TFLearn
4.0 out of 5

Overall Review Sentiment for TFLearnQuestion

Time to Implement
<1 day
>12 months
Return on Investment
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48+ months
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10 (Easy)
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Ashutosh S.
AS
Associate Director
Small-Business(50 or fewer emp.)
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Verified Current User
Review source: G2 invite
Incentivized Review
Shipra J.
SJ
Consultant Level 6
Investment Banking
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about TFLearn?

I am working on an application with deals with customer interaction using chatbox. TFLearn helps me to create the request and responses for the client. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

The only trouble I had was to learn this new framework as this was my first experience with this kind of technology. It took me sometime to understand as not much content available on Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

We need some more tutorials for bignners and video tutorials will be better. Review collected by and hosted on G2.com.

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

As I explained we are creating an application which has a chatbox component. TFLearn helps us to provide NLP module in that. This gives us and advantage to provide better value to users of application. Review collected by and hosted on G2.com.

Chathuri J.
CJ
University Undergaduate
Small-Business(50 or fewer emp.)
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Verified Current User
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(Original )Information
What do you like best about TFLearn?

We can use Tensorflow to build up neural networks easily. yet, TFlearn has made this task even easier with its built-in functions and this leaves me to do less amount of coding. While Tensorflow needs around 12 lines of coding to build a fully connected neural networks, TFLearn builds the same neural network with only five lines od coding. Further, TFLearn provides very useful and descriptive visualization on the built deep NN. It supports not only deep NNs but also other NN architectures such as CNN, LSTM etc. as well. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

One of the drawbacks of TFLearn is, it is possible to have issues in executing your algorithms after updating the API due to depreciation of certain functions. Yet, this also not be the case sometime. Yet, it is better if the developers of TFLearn can take care of this issue as well. Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

TFLearn is a very useful tool to have in your Machine Learning toolkit if you are dealing with neural networks more often. The TFlearn tutorial is also available which will give a thorough guide in starting to use the API. TFlearn has the ability to build up different types of deep learning models in a very short time with less effort. Therefore, TFLearn can be highly recommended to any ML practitioner. Review collected by and hosted on G2.com.

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

Currently I am working on a project which is involved with machine vision. There, I had to implement a Convolution Neural network to extract some information from image data. In completing this task, TFLearn was a very useful tool as it reduces the whole coding amount and its tutorials were also very helpful to me. Review collected by and hosted on G2.com.

Aruna J.
AJ
Research Assistant
Small-Business(50 or fewer emp.)
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Review source: G2 invite
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What do you like best about TFLearn?

The best thing related to TFLearn is it have inbuilt functions for all the machine learning functions and equations in a single line of code most of the time. Therefore I feel like it is the best rapid prototyping tool that can be used to develop fast deep learning models. The next best thing that I love is TFlearn has not of tutorials and backup support. The matrix operations are handled by the Tensorflow developed by Google. The TFLearn runs on top of Tensorflow. The next best thing is that it supports normal CPU operation and also the GPU operation. It runs very fast on CUDA cored GPU. Easy to test models on different devices. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

It is a bigger library. Updates are done to the library very frequently. Once I had an issue with the version of the library. After installing the previous version of the TFLearn the problem was solved. Other than that problem no other problems were occurred as for my experience. Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

TFLearn is the best prototyping tool for featuring more high-level function for Tensorflow. Most of the new Machine learning and deep learning products are developed on top of Tensorflow library. Therefore if you do experiments with deep learning and ai models TFLearns speed up them. Just you can implement models with less number of code lines. Review collected by and hosted on G2.com.

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

Developing deep learning models, rapid prototyping deep learning models, Testing different activation functions with the output behaviour. Review collected by and hosted on G2.com.

Shakha J.
SJ
Associate
Small-Business(50 or fewer emp.)
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Review source: G2 invite
Incentivized Review
What do you like best about TFLearn?

I work in the law IT field and this framework has helped us to create good network of vast data available through deep learning. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

It was hard to explain this to business and other stockholder of the team. It's not very big disadvantage as they are not aware with technologies much but it will be great to have some documents for know technology people. Review collected by and hosted on G2.com.

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

We have a Artificial inteligance based database to search for different cases. This framework help us through deep learning to solve this problem. Review collected by and hosted on G2.com.

Mahmoud M.
MM
Software Developer
Computer Software
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: Seller invite
What do you like best about TFLearn?

Graph visualization, easy to learn and use, developing NNs very fast and super efficient, you can cut off your code at least in half. It support CNN and LSTM as well also supports for multiple DNN. It can beat sklearn's API . Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

Poor community, if you look for a question, its not easy to find the answer in forums. I recommend create a video tutorial for this API and put it in somewhere like Udemy, so People can get familiar easily. Review collected by and hosted on G2.com.

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

Multiple DNN implementation, learn tensorflow. Since is friendly use API for someone beginner like me was super helpful. Review collected by and hosted on G2.com.

SK
Big Data Engineer
Mid-Market(51-1000 emp.)
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Incentivized Review
What do you like best about TFLearn?

I had a great experience with the TFLearn platform. The best part is from careful attention to the design and details of the professional content. I would definitely use this again and highly recommend this to my co-workers and friends! Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

Not much to write on this. I am happy that I don't have any issues with the platform. Review collected by and hosted on G2.com.

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

It really helps to solve big problems especially in our retail domain/sectors Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about TFLearn?

TFLearn is a very useful tool to have in your ML toolkit if you are dealing with neural networks more often. it is quite easy to understand and use . provides all solutions. Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

don't fell it has any issue till now. all functions are working quite well. interface are quite good. i just advice to make it's GUI more user friendly Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

interface are good. try to make it's GUI more user friendly Review collected by and hosted on G2.com.

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

it is quite easy to understand and use . it provides all solutions. Review collected by and hosted on G2.com.

Verified User in Hospital & Health Care
UH
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about TFLearn?

Fast prototype, it’s easy to prototype the idea fast Review collected by and hosted on G2.com.

What do you dislike about TFLearn?

No so friendly as Keras,

Looking for a feature what keras offers

I was looking for LSTM3D but didn’t find in TFlearn in keas I found a thread where it’s official coding I don’t started

Make library rich Review collected by and hosted on G2.com.

Recommendations to others considering TFLearn:

Keep library updated with recent research and advancement. Review collected by and hosted on G2.com.

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

I am solving Imaging problem.It is provides benefit over TF but not as much expected Review collected by and hosted on G2.com.

Verified User in Medical Devices
UM
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
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.