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What is a Transformer in Machine-Learning
Category: Machine Learning

Transformers are a type of neural network architecture that have revolutionized natural language ...


Views: 0 Likes: 14
Graphs Data Structure
Category: Computer Programming

When building a Social Media Application, it's hard not to think a ...


Views: 0 Likes: 23
TensorFlow Stock Prediction Example
Category: Machine-Learning

<a href="https//medium.com/mlreview/a-simple-deep-learning-model-for-stock-price-prediction-usin ...


Views: 269 Likes: 103
TensorFlow Recurrent Neural Network (Machine Learn ...
Category: Machine Learning

TensorFlow Machine Learning Library Recurre ...


Views: 251 Likes: 86
Scaling Docker Application with Docker-Compose
Category: Other

version '3.5' services petstore image petstorelates ...


Views: 0 Likes: 9
Run Machine Learning or Neural Networks applicatio ...
Category: Machine-Learning

This article talks about Quad-core processors in laptops and which laptops contain them. Buying a ...


Views: 448 Likes: 92
What are Transformers in Machine-Learning
Category: OTHER

A transformer is a type of neural network architecture used in natural language processing (NLP) ...


Views: 0 Likes: 2
What is Chain-of-Thoughts in Artificial General In ...
Category: Research

IntroductionArtificial General Intelligence (AGI) is a field of research that aims to cr ...


Views: 0 Likes: 28
Senior Full Stack Developers/Front End Angular, Py ...
Category: Jobs

Please contact me regarding an immediate position for Senior Full Stack Engineers/Developers to d ...


Views: 21 Likes: 96
Asp.Net Core 3.1 2020 Conference Notes
Category: Education

Focusing on MicroServices</spa ...


Views: 326 Likes: 99
The ONNX Runtime extensions library was not found ...
Category: Research

Introduction------------ONNX (Open Neural Network Exchange) is an open-sour ...


Views: 0 Likes: 14
Why Open Source Libraries are the Future of Softwa ...
Category: Computer Programming

We have seen famous Social Networks like Facebook being made using ...


Views: 0 Likes: 30
Recurrent Neural Network (Machine Learning)
Category: Machine Learning

Read about RNN aka Recurrent Neur ...


Views: 251 Likes: 65
Farewell to Firewalls: Wi-Fi bugs open network dev ...
Category: Research

The rise of wireless networks has made it easier for people to connect their devices and access ...


Views: 0 Likes: 29
Best Calculus Books to Learn Machine-Learning and ...
Category: Other

Learning calculus is an essential foundation for understanding machine learning, as it is used in ...


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Scaling Asp.Net 6 Application using Docker Swarm
Category: Docker

On 11/27/21 I worked on finding a way to scale Docker Containers with Docker Swarm, practiced on ...


Views: 0 Likes: 41
How to increase Speed of Social Media application
Category: Computer Programming

Speed of the Web Application is really ...


Views: 0 Likes: 40
How to use Whisper AI using ONNX in C#
Category: Research

IntroductionWhisper AI is an open-source speech recognition model developed by Google th ...


Views: 0 Likes: 22
Senior Full Stack Developers/Front End Angular, Py ...
Category: Jobs

Please contact me regarding an immediate position for Senior Full Stack Engineers/Developers to d ...


Views: 21 Likes: 73
What is the best way to learn AI in 2024?
Category: Research

IntroductionArtificial Intelligence (AI) has been around for decades, but it's only in r ...


Views: 0 Likes: 26
can't ping a computer on network
Category: Hardware

Question I can't ping a computer on a different <a class="text-decoration-none" href="https//ww ...


Views: 0 Likes: 29
What are the Best Algorithms Google Bard vs ChatGP ...
Category: Technology

There are many different algorithms, each with its own strengths and weaknesses. Some of the mos ...


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Machine Learning Notes
Category: Machine Learning

Machine Learning Course NotesLearn Nump ...


Views: 660 Likes: 108
Top 10 Things to Look Forward to in 2024
Category: Other

Anticipating the Future 10 Things to Look Forward to in 2024 As we bid ...


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Neural Databases
Neural Databases

In recent years, neural networks have shown impressive performance gains on long-standing AI problems, and in particular, answering queries from natural language text. These advances raise the question of whether they can be extended to a point where we can relax the fundamental assumption of database management, namely, that our data is represented as fields of a pre-defined schema. This paper presents a first step in answering that question. We describe NeuralDB, a database system with no pre-defined schema, in which updates and queries are given in natural language. We develop query processing techniques that build on the primitives offered by the state of the art Natural Language Processing methods. We begin by demonstrating that at the core, recent NLP transformers, powered by pre-trained language models, can answer select-project-join queries if they are given the exact set of relevant facts. However, they cannot scale to non-trivial databases and cannot perform aggregation queries. Based on these findings, we describe a NeuralDB architecture that runs multiple Neural SPJ operators in parallel, each with a set of database sentences that can produce one of the answers to the query. The result of these operators is fed to an aggregation operator if needed. We describe an algorithm that learns how to create the appropriate sets of facts to be fed into each of the Neural SPJ operators. Importantly, this algorithm can be trained by the Neural SPJ operator itself. We experimentally validate the accuracy of NeuralDB and its components, showing that we can answer queries over thousands of sentences with very high accuracy.


Neural Networks in C#
Category: Other

Neural network in C# using TensorFlow library. using Syst ...


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recurring neural network in c#
Category: Research

Recurrent Neural Networks (RNNs) are a type of Artificial Neural Network (ANN) that are designed ...


Views: 0 Likes: 28
How to Handle Website Scalability
Category: Computer Programming

In layman&rsquo;s terms, scalability is ...


Views: 0 Likes: 34
Senior Full Stack Developers/Front End Angular, Py ...
Category: Jobs

Please contact me regarding an immediate position for Senior Full Stack Engineers/Developers to d ...


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