A compilation of concepts I want to remember...
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Articles by category: deeplearning
elm
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2019
Autonomous Mobile Robot #4: Using GCP Storage
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31 Mar 2019
2018
Autonomous Mobile Robot #3: Pairing with a PS3 Controller for teleop
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22 Dec 2018
Medical imaging: playing with the ChestXray-14 dataset
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12 Dec 2018
Refresher: a few resources covering RNNs, trainable parameters + flops
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07 Nov 2018
IMDB-WIKI: notes on refactoring data preprocess pipeline
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07 Apr 2018
Autonomous Mobile Robot #2: Inference as a ROS service
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01 Apr 2018
Autonomous Mobile Robot #1: Data collection to a trained model
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31 Mar 2018
2017
N-gram: Some more PyTorch tutorials
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20 Aug 2017
Bag of Words: Working through some pytorch tutorials
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18 Aug 2017
Transfer Learning: Working through the pytorch tutorial
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17 Aug 2017
IMDB-WIKI: trying a small model for age classification
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18 Apr 2017
Denoising Autoencoder
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12 Apr 2017
LSTM cell break down
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16 Jan 2017
Gradient descent with a dash of Linear Algebra #4
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16 Jan 2017
Gradient descent with a dash of Linear Algebra #3
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12 Jan 2017
Gradient descent with a dash of Linear Algebra #2
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11 Jan 2017
Gradient descent with a dash of Linear Algebra #1
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10 Jan 2017
LSTM with dropout
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09 Jan 2017