Writing a custom model in Keras with a demonstration on Graph Embedding problem
I started of writing Neural Nets in theano, which is a great library for writing Machine Learning algorithms. Just to... read more.
Neural Tensor Networks for Reasoning
To build a true AI agent one of the key feature required is it’s ability to reason. Reasoning is one... read more.
I was planning to write about something on Computer Vision since I started writing my blog. But I was not... read more.
Learning to sort using RNNs
Recurrent Neural Networks are proved to be “Turing Complete” machines. What this means is that they can compute any arbitary... read more.
Sparse Autoencoder in theano
Last month I was reading about Autoencoders for Collaborative filtering. Using Autoencoders for Collaborative filtering is a fairly recent idea... read more.
Automatic Hyperparameter tuning
One problem that annoys all Machine Learning practitionar/researcher is Hyperparameter tuning. It is the most boring and non-productive task in... read more.
Matrix factorization on GPU
In this post I will try to describe Matrix factorization methods from Machine Learning on which I am working on... read more.
Setting up laptop for Deep Learning using theano
I recently purchased a new laptop with a NVIDIA GPU for building deep learning models. It has a NVIDIA Geforce... read more.