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Neuton AutoML Reviews & Product Details

Neuton AutoML Product Details

Claimed

Neuton (https://neuton.ai), a new AutoML solution, allows users to build compact AI models with just a few clicks and without any coding. Neuton also happens to be the most EXPLAINABLE Neural Network Framework and AutoML solution currently available on the market. It allows users to evaluate the model quality from various perspectives and interpret prediction results. Neuton Explainability Office: - Exploratory Data Analysis - Feature Importance Matrix with class granularity - Model Interpreter - Feature Influence Matrix - Validate Model on New Data - Model-to-Data Relevance Indicators historical and for every prediction - Model Quality Index - Confidence Interval - Extensive list of supported metrics with Radar Diagram

Seller

Bell Integrator

Discussions

Neuton AutoML Community

Languages Supported

English

Product Description

Neuton, an AutoML platform, allows experienced users and those without any experience in Machine Learning to build compact AI models with just a few clicks and without any coding. Neuton is based on a proprietary neural network framework invented and patented by our team of scientists that is far more effective than any other framework, non-neural algorithm on the market. Its resulting models are self-growing, much more compact, fast and require fewer training samples in comparison to those of other solutions.

Overview by

Inna Proshkina

Neuton AutoML Media

Upload your data easily via drag & drop. Work with text, categorical variables, floats, integers, and time series.

Train your Models. Fast and fully automated process, including infrastructure provisioning, selection of settings, data preprocessing, and feature engineering.

Use your models for prediction via Web interface, REST API or on your on-premise software.

Model Interpreter is a tool that allows you to interactively change original feature values and see how the prediction results would change.

Neuton AutoML Demo - Exploratory Data Analysis

Exploratory Data Analysis (EDA) is a tool that automates graphical data analysis and highlights the most important statistics in the context of a single variable, overall data, interconnections, and in relation to the target variable in a training dataset.

Neuton AutoML Demo - Model-to-Data Relevance Indicators

Model-to-Data Relevance Indicator shows how trustworthy the predictions are. It is determined by evaluating the statistical difference between the data used for training and data used for predictions.

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Rajesh S.

Software Engineer

Small-Business (50 or fewer emp.)

1/21/2023

"A Comprehensive and Efficient Solution for Automating Machine Learning Model Development"

4.5/5

What do you like best about Neuton AutoML?

Neuton AutoML its the ability to automate the process of building and deploying ML models. This can save significant time and effort for data scientists, developers, and other users who may not have deep expertise in ML. Additionally, it is easy to use and requires minimal coding, which makes it accessible for non-technical users. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

It might not be able to achieve the same level of performance as models created by human experts. Additionally, the software might require a significant amount of data to train the models, which could be an issue for some users. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

It addresses the problem of the complexity and time-consuming nature of building ML models, which can be challenging for users who may not have deep expertise in ML or have limited time and resources.Neuton AutoML is solving the problem of the complexity and time-consuming nature of building ML models by automating the process, making it more accessible and efficient. It can benefit businesses, organizations, and individuals by allowing them to quickly and easily create ML models for specific use cases, without the need for deep expertise in ML, and speeding up the development process. Review collected by and hosted on G2.com.

Abhuday T.

Assistant Professor

Mid-Market (51-1000 emp.)

5/8/2023

"Cloud based ML platform for everyone."

4.5/5

What do you like best about Neuton AutoML?

There is no need to code anything, as all the ML/AI algorithms are available in the system. So the user can concentrate on his dataset. So everyone can use it with basic knowledge of ML/AI. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

It is based on the Google Cloud platform. So its active account is required to use the system and create models. Review collected by and hosted on G2.com.

sanfiya p.

Research Executive II

Mid-Market (51-1000 emp.)

1/19/2023

"My go to ML Tool"

5/5

What do you like best about Neuton AutoML?

Neuton AutoML is a SaaS tool which helps me in process get automate in very few steps. The user friendly UI and easy approach helps any analyst trains the models in easy way. No efficient coding knowledge is required to work on Neuton. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

I find Neuton to be my best problem solver - nothing to dislike. The one concern is it can be further improved to accept data directly from various DB servers and from web. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

Neuton help our team to fasten the process we do. It eliminates the silly mistakes we do while coding which spoils our whole day work, but Neuton pays for it. The recent work we did on Neuton is understanding the Air fleet Management System. The main pointer includes the volume of passengers flying on different seasons to different locations across few locations. How the passengers migrate in different seasons? How weather plays arole in this migration? We also predicted the volume of passenger for the next few years based on weather, location cost and air fare. Review collected by and hosted on G2.com.

Murugesan N.

Freelance

Mid-Market (51-1000 emp.)

1/23/2023

"Neuton AutoML makes tinyML superfast!"

4/5

What do you like best about Neuton AutoML?

In designing tinyML based applications, there are several important things related to the domain that needs to be anlalyzed. The domain specialist should not be needlessly constrained with the task of understanding data science models or python coding or how they play out for embedded devices. Even if those are handled, comes the next hurdle of deciding on the cloud infrastructure, allocating the resources, cost control etc. All these prevents the domain specialists from focussing on the primary objective on hand. Moreover, several iterations are required to reach the final application. In this scenario, where knowledge from several technical domains are also required, Neuton AutoML makes the whole job far far simpler and allows greater productivity and more efficient solutions Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

Given that there are many free resources available with regard to autoML and even cloud infrastructure, and though Neuton brings everything in one place and thereby provides a platform for simplicity and productivity, still the current tariff should be analyzed with regard to the target audience. It could be more granular and usage based. Review collected by and hosted on G2.com.

What problems is Neuton AutoML solving and how is that benefiting you?

Neuton AutoML allows us to focus on the problem on hand by leaving the standard and routine tasks to be automated. Moreover, these tasks like choosing the model and training along with infra are based on benchmarked processes and tools that makes us feel comfortable and confident about leaving those things to Neuton both in terms of suitability of the tools and the costs involved. This is more so when it comes to models that involve embedded devices Review collected by and hosted on G2.com.

Verified User in Information Technology and Services

Small-Business (50 or fewer emp.)

1/19/2023

"Perfect tool with digital transformation"

5/5

What do you like best about Neuton AutoML?

It will hep you to build AI models with less hesitation and minimal coding. One can easily integrate downloaded code. You can be a data scientist expert by using this. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

As I'm exploring this tool day by day it looks perfect to me. There is nothing that i dont like as now. But as i said will keep exploring this tool to be more familiar with this. Review collected by and hosted on G2.com.

Verified User in Oil & Energy

Small-Business (50 or fewer emp.)

1/19/2023

"User Friendly ML"

4.5/5

What do you like best about Neuton AutoML?

It's very easy to get started with Neuton AI without any prior ML experience. Also a very helpful support team Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

Nothing to complain about at this point. Review collected by and hosted on G2.com.

Verified User in Computer Software

Enterprise (> 1000 emp.)

1/22/2023

"Makes deploying AI models faster"

3.5/5

What do you like best about Neuton AutoML?

Makes deploying AI models faster with no coding Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

Since there is no code, it is hard to customize the product Review collected by and hosted on G2.com.

Verified User in Computer Software

Small-Business (50 or fewer emp.)

1/22/2023

"Fantastic Software"

4/5

What do you like best about Neuton AutoML?

It helps to easily build optimal ML algorithms Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

Its a time consuming,maybe due to my internet speed Review collected by and hosted on G2.com.

Ravi G.

Manager Analytics

Mid-Market (51-1000 emp.)

6/21/2022

"Productive - but can do better"

4/5

What do you like best about Neuton AutoML?

No Code functionality - it required minimal fuss and low coding aptitude to get started. Was able to work on smart energy meters for a holistic initial experience, although would require more time to get acquainted with the product. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

It was a little difficult to start with documentation, but slowly got a hang of it. Review collected by and hosted on G2.com.

Verified User in Hospital & Health Care

Small-Business (50 or fewer emp.)

5/9/2022

"Must to have and not good to have"

4/5

What do you like best about Neuton AutoML?

Very few tiny ML platforms available in the market, it has model explainability, and experiment tracking its makes easy to track models. Review collected by and hosted on G2.com.

What do you dislike about Neuton AutoML?

How model refresh will be taken care of here, for all tiny models might need to be retrained in the edge device itself to refresh the model, federated learning concept is not available this will specifically be used for healthcare where data is rare to get Review collected by and hosted on G2.com.