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Lyes Demri


USTHB

Last seen: 2 jours il y a |  Actif depuis 2021

Followers: 1   Following: 0

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I'm an associate professor at USTHB

Programming Languages:
Python, C++, C, Java, C#, PHP, MATLAB, HTML, Assembly
Spoken Languages:
English, French

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A soumis


Game Boy ROM creator (incomplete)
Write SM83 assembly in MATLAB (incomplete)

3 mois il y a | 1 téléchargement |

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A soumis


Autoencoder Feature Selector basic example
This code implements the method described in "Autoencoder Inspired Unsupervised Feature" (Han 2018)

7 mois il y a | 1 téléchargement |

A soumis


PCA demonstration and tool
This is just a small demo of PCA and includes a function to encode a data matrix with the smallest amount of dimensions

environ un an il y a | 1 téléchargement |

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A soumis


kNN simple example
This is a very simple example of the k Nearest Neighbors algorithm in action

plus d'un an il y a | 2 téléchargements |

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A soumis


Structure in Letter Sequences (Elman 1990)
This is an implementation of Elman's second simulation presented in his 1990 paper (Finding Structure in Time)

plus d'un an il y a | 2 téléchargements |

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A soumis


Simple LSTM prediction example
This example shows the implementation of an LSTM layer used to predict the following samples of a signal based on the first few ...

plus d'un an il y a | 5 téléchargements |

A soumis


Elman Network from scratch
This simply shows an Elman Recurrent Network learning 3 output signals based on 3 input signals. Every step is explained

plus d'un an il y a | 2 téléchargements |

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Simple Highway Network example from scratch.
This is a very basic Highway Network example comparing its performances with a Feedforward Neural Network.

presque 2 ans il y a | 2 téléchargements |

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MNIST handwritten digit recognition with LeNet-1 CNN
This is an implementation of the method described in LeCun's 1989 "Handwritten Digit Recognition with a Back-Propagation Network...

presque 2 ans il y a | 11 téléchargements |

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Smallest CNN possible
Smallest CNN taking 3x3 pictures as inputs and able to recognize 4 classes

presque 2 ans il y a | 1 téléchargement |

A soumis


Frequency Modulation GUI
This is a simple GUI to help understand Frequency Modulation

environ 2 ans il y a | 1 téléchargement |

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Handwritten digit recognition with simple Neural Net
This is a very basic example of handwritten digit recognition using a simple 3-layer neural network built from scratch. Shows ev...

environ 2 ans il y a | 50 téléchargements |

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A soumis


Simple Multi-Layer Perceptron example
This is a very basic simple Multi-Layer perceptron

environ 2 ans il y a | 11 téléchargements |

A soumis


AI agent learning shortest path through maze
A very basic example of Reinforcement Learning.

environ 2 ans il y a | 6 téléchargements |

A soumis


Tamagotchi for Matlab
Basically the 1997 toy but for Matlab.

plus de 3 ans il y a | 3 téléchargements |

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