Contains various mini projects based on different machine learning algorithms.
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Updated
Sep 18, 2017 - C++
Contains various mini projects based on different machine learning algorithms.
Toy neural network
Implementação do algoritmo de redes neurais em python usando o numpy
Implementation of all standard unsupervised & supervised learning algos from scratch
Neural nets 101 for digit recognition + optimizations
Understanding neural network libraries and the automatic gradient computations (autograd) in the backward pass
Identifying Image Orientation using Supervised Machine Learning Models of k-Nearest Neighbors, Adaboost and Multi-Layer Feed-Forward Neural Network trained using Back-Propagation Learning Algorithm
Pytorch implementation of MLP, Convnet, AlexNet to predict on CIFAR dataset.
All standard machine learning algorithms from scratch in python 🐍
This is a Neural Network class I created in Python along with some test data.
tensorflow models
Generate music with deep neural networks
In pursuit of learning Object Oriented programming and neural-nets, here I will try to implement a neural net from scratch using numpy only, in object-oriented style.
Custom core models with updatable layers for on device learning
Neural Network driven MineSweeper that interacts with mines and rocks
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