Neural nets 101 for digit recognition + optimizations
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Updated
Apr 22, 2016 - Python
Neural nets 101 for digit recognition + optimizations
Neural Network driven MineSweeper that interacts with mines and rocks
A Swift skeleton for neural nets and other important models in deep learning.
Implementation of all standard unsupervised & supervised learning algos from scratch
This is a Neural Network class I created in Python along with some test data.
A list of awesome and easy-to-read NN articles
POS-Tagging using Neural Networks in Keras
(Spring 2017) Assignment 2: GPU Executor
A simple implementation of a perceptron on sonar dataset using Python.
A neural branch predictor tested using CPU emulator, testing both supervised learning and reinforcement learning (for COS 583: Great Moments in Computing at Princeton University)
tensorflow models
A Python-Tensorflow neural network for classifying cancer data
A guide on how to build a artificial neural net in python with only numpy. I have included detailed step by step instructions.
Evolution Simulator with Neural Networks
Contains various mini projects based on different machine learning algorithms.
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