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Lyes Demri


USTHB

Last seen: Today |  自 2021 起处于活动状态

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

6 days 前 | 5 次下载 |

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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

8 months 前 | 2 次下载 |

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

8 months 前 | 2 次下载 |

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

9 months 前 | 2 次下载 |

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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 ...

11 months 前 | 6 次下载 |

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

12 months 前 | 3 次下载 |

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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.

1 year 前 | 1 次下载 |

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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...

1 year 前 | 12 次下载 |

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

1 year 前 | 2 次下载 |

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

1 year 前 | 4 次下载 |

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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...

1 year 前 | 46 次下载 |

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

1 year 前 | 8 次下载 |

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

1 year 前 | 2 次下载 |

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Tamagotchi for Matlab
Basically the 1997 toy but for Matlab.

2 years 前 | 4 次下载 |

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