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The data for machine learning under human manipulation
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Installing multiple CUDA + cuDNN versions in the same machine for Tensorflow and Pytorch
Installing multiple CUDA + cuDNN versions in the same machine for Tensorflow and Pytorch
This multiple CUDA versions arises when we need to do experiment on different deep learning projects on different Tensorflow, Pytorch…
Nguyễn Văn Lĩnh
May 5, 2021
SuperResolution by Unet and customized feature loss
SuperResolution by Unet and customized feature loss
Unet is one of the universal deep learning algorithm that can do multiple tasks well-enough and only need to change the input-output setup…
Nguyễn Văn Lĩnh
Jan 13, 2020
Restricted Boltzmann Machine, a complete analysis. Part 3: Contrastive Divergence algorithm
Restricted Boltzmann Machine, a complete analysis. Part 3: Contrastive Divergence algorithm
This post will be a bit heavy math as usually it is hard to find a concrete writing to explain every steps of Contrastive Divergence…
Nguyễn Văn Lĩnh
Jan 9, 2020
Restricted Boltzmann Machine, a complete analysis. Part 2: A Markov Random Field model
Restricted Boltzmann Machine, a complete analysis. Part 2: A Markov Random Field model
This second post of the Restricted Boltzmann Machine is to explain about its core properties and establish fundamental tools/knowledge to…
Nguyễn Văn Lĩnh
Jan 7, 2020
Restricted Boltzmann Machine, a complete analysis. Part 1: introduction & model formulation
Restricted Boltzmann Machine, a complete analysis. Part 1: introduction & model formulation
Someday ago, my colleague asked me about RBM algorithm and what is the difference vs other learning algorithms. It is really interesting…
Nguyễn Văn Lĩnh
Sep 12, 2018
Tensorflow — day 1+2: High level APIs
Tensorflow — day 1+2: High level APIs
After 2 days of starting to touch the Tensorflow framework. I am starting to write my experience recap. Of course, it follows the tutorial…
Nguyễn Văn Lĩnh
Feb 15, 2018
Deeplearning.ai CNN week 4: Special applications
Deeplearning.ai CNN week 4: Special applications
Face recognition/ Neural style transfer application
Nguyễn Văn Lĩnh
Feb 8, 2018
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