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1. N-Queens-Genetic-Algorithm N-Queens-Genetic-Algorithm Public

   This code builds an executable program with GUI for a Genetic Algorithm based solution of the N-Queens problem

   Java

2. LSTM-Language-Model-with-Noise-Contrastive-Estimation LSTM-Language-Model-with-Noise-Contrastive-Estimation Public

   A Language Model built using Long-Short Term Memory (LSTM) Recurrent Neural Network (RNN) for solving the problem of vanishing gradients. Noise Contrastive Estimation (NCE) is used to avoid the sof…

   Python

3. RNN-Language-Model RNN-Language-Model Public

   A Language Model based on Recurrent Neural Network (RNN) built in Python using Theano and Lasagne

   Python

4. Network-Intrusion-Detection-System Network-Intrusion-Detection-System Public

   Intrusion Detection is one of the major concerns in the task of network administration and security. There is a need to safeguard the networks from known vulnerabilities and at the same time take s…

   Python 3

5. Supervised-Machine-Learning Supervised-Machine-Learning Public

   Approximation and Classification example problems solved utilizing MLP (Multi Layer Perceptron) and RBF (Radial Basis Function) Neural Networks.

   MATLAB 3 1

6. Unsupervised-Machine-Learning Unsupervised-Machine-Learning Public

   Implementation of k-means and Fuzzy c-means algorithm on Iris Data Set and images, Akaike and Bayesian Information Criterion, Self Optimising Map, Mean Shift Clustering

   MATLAB 1 2