Please see my pinned repositories and commit history on Github for my latest activity. This page will not be maintained actively.
- I experimented with Deep Learning in Natural Language Processing for Sentiment Analysis. Check out my repo where I experimented with RNNs and CNNs both character based and word based models.
- Kaggle kernel: Daily News for Stock Market Prediction I have tried LSTMs for this (classification) prediction task. Check this.
- Some other data processing and models (mainly in Vision) using Keras (and Python) here.
Big Data and Parallel Programming
- This repo contains the implementation of Logistic Regression and Movie Recommendation System using PySpark.
- Some basic data processing using Spark in Scala.
Deep Learning Readings
I am also compiling the list of Deep Learning readings and blogs that I find very helpful.
- Understanding LSTM
- The Unreasonable Effectiveness of Recurrent Neural Networks
- BPTT video lecture by Prof. Ali Ghodsi