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Lyes Demri


USTHB

Last seen: 3日 前 |  2021 年からアクティブ

Followers: 1   Following: 0

連絡

I'm an associate professor at USTHB

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

統計

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  • Personal Best Downloads Level 2
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Autoencoder Feature Selector basic example
This code implements the method described in "Autoencoder Inspired Unsupervised Feature" (Han 2018)

4日 前 | ダウンロード 5 件 |

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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ヶ月 前 | ダウンロード 2 件 |

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

8ヶ月 前 | ダウンロード 2 件 |

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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ヶ月 前 | ダウンロード 2 件 |

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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ヶ月 前 | ダウンロード 6 件 |

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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

11ヶ月 前 | ダウンロード 3 件 |

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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年以上 前 | ダウンロード 1 件 |

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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年以上 前 | ダウンロード 12 件 |

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

1年以上 前 | ダウンロード 2 件 |

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

1年以上 前 | ダウンロード 4 件 |

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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年以上 前 | ダウンロード 45 件 |

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

1年以上 前 | ダウンロード 8 件 |

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

1年以上 前 | ダウンロード 2 件 |

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Tamagotchi for Matlab
Basically the 1997 toy but for Matlab.

2年以上 前 | ダウンロード 4 件 |

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