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Multi-task Learning in Keras | Implementation of Multi-task Classification Loss
Multi-task Learning in Keras | Implementation of Multi-task Classification Loss
Using neural networks and with the help of high level tensor libraries we can build models that can handle classification, regression and…
Manash Kumar Mandal
Feb 18
Implementing PCA, Feedforward and Convolutional Autoencoders and using it for Image Reconstruction…
Implementing PCA, Feedforward and Convolutional Autoencoders and using it for Image Reconstruction…
My interaction with autoencoders is completely new. Naturally there will be some errors you might find in this blog post. I am actually…
Manash Kumar Mandal
Jan 9
Building a Dead Simple Speech Recognition Engine using ConvNet in Keras
Building a Dead Simple Speech Recognition Engine using ConvNet in Keras
So you’ve classified MNIST dataset using Deep Learning libraries and want to do the same with speech recognition! Well continuous speech…
Manash Kumar Mandal
Nov 21, 2017
Implementation of Gradient Descent in TensorFlow using tf.gradients
Implementation of Gradient Descent in TensorFlow using tf.gradients
One of the best things I like about TensorFlow that it can automatically compute gradient of a function. All we need to do is to setup the…
Manash Kumar Mandal
Sep 18, 2017
Implementing L2-constrained Softmax Loss Function on a Convolutional Neural Network using…
Implementing L2-constrained Softmax Loss Function on a Convolutional Neural Network using…
When we build Neural Network based models to classify more than 2 things using machine learning models, normally we choose softmax…
Manash Kumar Mandal
Sep 13, 2017
Beginning Data Visualization with D3plus JS 2.0
Beginning Data Visualization with D3plus JS 2.0
D3plus just released a new version of their library this month. As a regular D3plus user I am pretty hyped about it! There are some changes…
Manash Kumar Mandal
Aug 11, 2017
Parsing JSON Using C : Quick Introduction to JSMN Library
Parsing JSON Using C : Quick Introduction to JSMN Library
I was searching for a C library to parse a simple JSON file and after looking for a while I just found the right one!
Manash Kumar Mandal
Jul 30, 2017
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