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14 search results found

Deep Learning From Scratch ⭐ 250

Six snippets of code that made deep learning what it is today.

Backprop ⭐ 180

Heterogeneous automatic differentiation ("backpropagation") in Haskell

Machine_learning_2018 ⭐ 146

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

Deep Learning Coursera ⭐ 102

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Machine Learning In Python Workshop ⭐ 54

My workshop on machine learning using python language to implement different algorithms

Neural Network From Scratch ⭐ 38

A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs

Backpropagation_explained ⭐ 37

This is the code for "Backpropagation Explained" By Siraj Raval on Youtube

Minimalistic Multiple Layer Neural Network From Scratch In Python ⭐ 21

Minimalistic Multiple Layer Neural Network from Scratch in Python.

Minineuralnets ⭐ 19

A framework for mini neural networks (perceptrons), written from scratch in python. The goal of the project is to demystify the workings of a neural network and various training algorithms by providing code written from scratch for the simplest neural network one could have.

Machinelearning ⭐ 13

From linear regression towards neural networks...

Neural Networks Py ⭐ 12

Core neural networks framework supporting to build multilayer perceptron

Nim Rmad ⭐ 10

Autograd (backpropagation, reverse-mode auto differentiation) in Nim

Low level C++ neural network engine. The engine provides a huge flexibility in creating neural networks. It also gives an ability for performance optimisations.

Exercise Breast Cancer ⭐ 5

Python feed-forward neural network to predict breast cancer. Trained using stochastic gradient descent in combination with backpropagation.

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