kaggle-work

List of kaggle-kernels involving neural network solutions

Store Item Demand Forecasting Challenge

Kaggle Challenge

Regression solution using Feedforward Neural Network

Just an experimental and simple approach to the solution involving a 4-layered Feedforward neural network.

The kernel

Time series forcasting using LSTM network: Single-variate

An initial approach to the solution by looking at the problem from a time-series forecasting perspective. However this solution is also NOT the best as it is a single-variate time-series forecasting.

The kernel

Quora Insincere Questions Classification

Kaggle Challenge

Bidirectional LSTM

Classification of sentences using a bidirectional-lstm using GPU-enabled tensorflow-backend on Keras.

The kernel