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Pytorch Skeleton Code for Binary and Multi-class Classification

  • Post author:N S Punn
  • Post published:April 11, 2023
  • Post category:Development/Tutorial
  • Post comments:0 Comments

In this post, I will share my GitHub repository which you may refer to develop your own model. It comprises implementation for training, testing and interpretation. This post will cover…

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Building First CNN Model

  • Post author:N S Punn
  • Post published:May 2, 2021
  • Post category:Tutorial
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What is covered? OverviewDatasetImporting the librariesLoading the datasetSetting data shapeOne hot encodingBuilding and compiling the modelCallbacksTraining and visualizing the modelVisualize model output Overview This post covers the development of handwritten…

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Overview of Deep Learning Basics – I

  • Post author:N S Punn
  • Post published:April 5, 2021
  • Post category:Tutorial
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What is covered? IntroductionPerceptronNeural networkActivation functionLoss functionGradient descentSummaryRecommended resources Prologue Deep learning is a form of machine learning that uses a model of computing that mimics the structure of the…

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Testing Concept Drift Detection Technique on Data Stream

  • Post author:N S Punn
  • Post published:April 2, 2021
  • Post category:My work
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Publication Details The paper is published in the International Conference on Big Data Analytics 2018. For more details: click here Highlights A novel concept drift detection algorithm is proposed.Achieved significant…

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  • Exploring Single-Qubit and Multi-Qubit States with Qiskit
  • Quantum Computing Part 1
  • KANs: The Future of Neural Networks? Exploring the Power of Learnable Activations
  • Improved Interpretability and Explainability of Deep Learning Models
  • Pytorch Skeleton Code for Binary and Multi-class Classification

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Recent Posts

  • Exploring Single-Qubit and Multi-Qubit States with Qiskit
  • Quantum Computing Part 1
  • KANs: The Future of Neural Networks? Exploring the Power of Learnable Activations
  • Improved Interpretability and Explainability of Deep Learning Models
  • Pytorch Skeleton Code for Binary and Multi-class Classification
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