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Posts

  • Orthogonal Projections

    In this post, We will write function that implement orthogonal projections. This post is a summary of homework in "Mathmatics for Machine Learning - PCA", offered from Imperial College London.

    Mar 14, 2021

  • Pixels-to-Control Learning

    In this post, We will take a hands-on-lab of Pixels-to-Control Learning which is related on Deep Reinforcement Learning. This tutorial is the software lab, which is part of "introduction to deep learning 2021" offered from MIT 6.S191.

    Mar 6, 2021

  • Debiasing Facial Detection Systems

    In this post, We will take a hands-on-lab of Debiasing Facial Detection Systems. This tutorial is the software lab, which is part of "introduction to deep learning 2021" offered from MIT 6.S191.

    Feb 27, 2021

  • Music Generation

    In this post, We will take a hands-on-lab of Music Generation. This tutorial is the software lab, which is part of "introduction to deep learning 2021" offered from MIT 6.S191.

    Feb 14, 2021

  • PyTorch Tutorial

    In this post, We will cover the basic tutorial while we use PyTorch. This is the summary of lecture CS285 "Deep Reinforcement Learning" from Berkeley.

    Jan 6, 2021

  • Exploring data on COVID-19

    In this post, We will cover the basic syntax of julia language, and explore the data related on COVID-19. This is the summary of lecture "Introduction to Computational Thinking with Julia, with applications to modeling the COVID-19 Pandemic" from MIT.

    Dec 28, 2020

  • RNN - Many-to-many bidirectional

    In this post, We will extend the many-to-many RNN model with bidirectional version. And it will show the simple implementation in tensorflow.

    Dec 10, 2020

  • RNN - Many-to-many

    In this post, We will cover the many-to-many RNN model, which can be used for Part of Speech (POS) tagging and Named Entity Recognition (NER).

    Dec 9, 2020

  • RNN - Many-to-one stacking

    In this post, We will extend the many-to-one RNN model with stacked version. And it will show the simple implementation in tensorflow.

    Dec 8, 2020

  • RNN - Many-to-one

    In this post, We will briefly cover the many-to-one type, which is one the common types of Recurrent Neural Network and its implementation in tensorflow.

    Dec 6, 2020

  • RNN Basic

    In this post, We will briefly cover the Recurrent Neural Network (RNN) and its implementation in tensorflow.

    Oct 26, 2020