satadru5

KAGGLE_CERVICAL_CANCER_2017

CFO

Conditional Focused Neural Question Answering with Large-scale Knowledge Bases

lectures

Oxford Deep NLP 2017 course

keras-attention-mechanism

Attention mechanism Implementation for Keras.

LSTM-Neural-Network-for-Time-Series-Prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Kaggle_HomeDepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

traffic-prediction-1

Predict traffic flow with LSTM

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

March-Madness-2017

Kaggle Competition for Predicting NCAA Basketball Tourney Games

KAGGLE_DISTRACTED_DRIVER

Solutions

deep-text-corrector

Deep learning models trained to correct input errors in short, message-like text

Tensorflow_ML_Algorithms

Implementations of machine learning algorithms in Tensorflow: MLP, RNN, autoencoder, PageRank, KNN, K-Means, logistic regression, and OLS regression

kaggle-allstate-solution

My solution of Kaggle competition - Allstate Claims Severity

Surge-Forecast-with-RNN

Multivariate Time-Series Analysis using Recurrent Neural Net with Long Short Term Memory for forecasting surge pricing 5 min into the future.

Dynamic-memory-networks-in-Theano

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

rnn-from-scratch

Implementing Recurrent Neural Network from Scratch

traffic-prediction

Traffic Prediction using LSTM method.

QA_Bot

Keras implementation of the Smart Reply[1] Google system paper.

kaggle-regression

A compiled list of kaggle competitions and their winning solutions for regression problems.

hyperopt

tuning hyper-parameter

neural-network-from-scratch

Implementing Multiple Layer Neural Network from Scratch

ensemble_amazon

Code to share different ensemble techniques with focus on meta-stacking , using data from Amazon.com - Employee Access Challenge kaggle competition

quora-clone

Quora clone built in Django

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

taxi

Winning entry to the Kaggle taxi competition

py_ml_utils

Some small utility modules to help with pandas, numpy and sklearn usage in other projects

kaggle-burn-cpu

Code for the "Burn CPU, burn" competition at Kaggle. Uses Extreme Learning Machines and hyperopt.

greedyFeatureSelection

greedy feature selection based on ROC AUC

kaggle-walmart-sales-forecasting

See competiton description at https://www.kaggle.com/c/walmart-recruiting-store-sales-forecasting