Hritik Jain's repositories
Dynamic-CNN-for-Modelling-Sentences
An implementation of the CNN model described in "A Convolutional Neural Network for Modelling Sentences". Kalchbrenner et al. 2014
DRDO-Fake-Currency-Identification
The work I did under Dr. S.K. Pal in the 2016 winter break.
word2vec-theano
A simple implementation of Mikolov et al.'s (Google Inc.) word2vec in python using Theano.
JK_Rowling_LSTM
A GRU-LSTM implemented in Theano and trained on the Harry Potter series!
kaggle_template
Common first steps and boilerplate snippets useful for solving ML problems.
Xerox_Research_Innovation_Challenge-16
Predicting ICU Mortality.
201912-12-entity-sentiment-analysis-reddit
Final project code for Timotius Kartawjiaya, Fernando Troeman, and Hritik Jain
GSQuantify16
My code for generating predictions for the Machine Learning problem of the GS-Quantify 2016 Contest (ranked 9th on leaderboard). The problem dealt with predicting Liquidity of Bonds in future, given their trading history. I have applied the Ridge Regression approach in my solution.
NYC-Subway-Commute-Trends
Final project for the course STAT 5702 - Exploratory Data Analysis and Visualization - an opportunity to get proficient with R for EDA.
Yelp-Restaurant-Recommendations
A structured attempt to understand the concepts of recommendations and personalization through the final project in the course IEORE4571_001 - Personalization: Theory & Applications
BagOfWords
Understanding 'bag of words' through Kaggle's Bag of Words meets Bags of Popcorn.
begin_theano
The very first lines of code to get a feel of working with Theano.
cc19
Source code for EDAV Fall 2019 community contribution bookdown book:
CNN_MNIST_Theano
Implemented a Convolutional Neural Network (layer wise) to understand its basics.
dta
Data analysis group
DynamicCNN
Dynamic Convolutional Neural Networks for Theano/Lasagne
edavfun2019
This has nothing of value. Contribute whatever you like. Delete whatever you like.
miscellaneous
An archive for miscellaneous scripts that I wrote to automate some tedious tasks :)
mlpack
mlpack: a scalable C++ machine learning library
pybadges
A Python library for creating Github-style badges
reddit-sentiment
Understanding company/entity sentiment from Reddit comments
search-ranking-literature
Blogposts and articles on the design and implementation of search ranking algorithms and pointers to relevant concepts from the industry and academia.
second-principles
My personal web space.
Student-Health-Centre-DBMS-Project
The web app for the BHU Student Health Centre which I created as part of my DBMS project in Semester V.
text_convnet
Molding CNNs for text (http://arxiv.org/abs/1508.04112)
unet
unet for image segmentation