Amanda DsouzaAbout LanguageThis blog is a summary of the Introduction (chapter) to Statistical Natural Language Processing by Manning & Schütze.Aug 9, 2019Aug 9, 2019
Amanda DsouzaSeq2Seq LearningIt started with a simple quest to code a VAE model for topic modeling in Keras. I’d seen some examples of VAE’s on MNIST data, and I…Feb 15, 20175Feb 15, 20175
Amanda DsouzaUnraveling a Keras modelKeras is a great library for hands-on on neural networks, and it has a ton of great examples that makes it very easy to create ANNs & DNNs…Nov 22, 2016Nov 22, 2016
Amanda DsouzaMulti-channel CNN for textHere is an implementation of the paper by Kim et al. for sentence classification using multi-channel CNNs.Nov 21, 20163Nov 21, 20163
Amanda DsouzaLearning from learning curvesAfter trying out some XGBoosting on the Kaggle Bosch problem, I thought I’d give neural networks a go. It would be nice to get some insight…Oct 10, 20161Oct 10, 20161