Shubham Pachori's repositories
MovieRecommendation
The goal of this project is to build a movie recommendation system using Non negative regularized matrix factorization without using any Machine Learning libraries on movie lens dataset
unsupervised-videos
Unsupervised Learning of Video Representations using LSTMs
vqa-binary
VQA Binarized
RNN-EM
Recurrent Neural Network with External Memory in Keras
stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
vehicle-routing-problem-2
Solution for multiple depot vehicle routing problem using Ant Colony Optimization.
knowledge-extraction
From Natural Language Text to Graph Database
bpr
Bayesian Personalized Ranking
deepdesc-release
Code for the ICCV 2015 paper "Discriminative Learning of Deep Convolutional Feature Point Descriptors"
captionGeneration.torch
Generate captions for an image using convolutional and recurrent networks
gh-in-spain-2016
Data and programs for FLOSSMETRICS 2016 presentation
stanford-ctc
Neural net code for lexicon-free speech recognition with connectionist temporal classification
an-analysis-of-unsupervised-pre-training-iclr-2015
Experiment files for the paper "An Analysis of Unsupervised Pre-training in Light of Recent Advances", available here: http://arxiv.org/abs/1412.6597
iclr2016
Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.
faceswap-1
Python script to put facial features from one face onto another
kaggle-dsb2-keras
Keras tutorial for Kaggle 2nd Annual Data Science Bowl
quora-clone
Quora clone built in Django
grid-lstm
Torch7 implementation of Grid LSTM as described here: http://arxiv.org/pdf/1507.01526v2.pdf
convnet
A GPU implementation of Convolutional Neural Nets in C++
delta-simrank
Calculate SimRank for a Networkx graph using the Delta Simrank method within MapReduce framework
pyspark-churn-prediction
Churn Prediction with PySpark using MLlib and ML Packages
FinMathematics
Books
django_reddit
Reddit clone written in python using django web framework and twitter's bootstrap.
RandomForest-3
Random Forest Implementation in Python from Scratch