Notebooks associés à Domaine de premier niveau

Principal Component Analysis in Data Science

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Comprehensive Guide to Model Evaluation Techniques

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Reinforcement Learning

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Comprehensive Guide to Machine Learning Concepts and Techniques

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Introduction to Jupyter Notebooks

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Introduction to Supervised Learning Techniques

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Understanding and Applying Regularization Techniques in Machine Learning

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Introduction to Multilayer Perceptrons in Machine Learning

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Recurrent Neural Networks: An Introduction and Practical Implementation

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Introduction to Neural Networks with Practical Implementation

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Data Transformations in Python

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Generalized Linear Regression Analysis

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Whistle-Activated Keylock System Implementation

Whistling Keylock[1]¶ In this notebook we will implement a simple "whistle-activated" keylock, that is, an access control system where the password is a pre-defined melody. To program the lock, you record your musical passphrase and then, to open the lock, you whistle it back. Although the implementation will be simple and skip most of the fine details that would be necessary to produce a truly robust system, we need to take into account at least the following points: * The syste

Voice Transformation Techniques Using Digital Signal Processing

A Gallery of Voice Transformers[1]¶

                                      [2]Paolo Prandoni, [3]LCAV, EPFL

In this notebook we will explore various ways to implement a system that changes the voice of a speaker. Typical applications for these techniques, strictly sorted by plausibility, include international spy missions and prank telephone calls, and devices such as the one displayed here can be easily bought on the web... or in a novelty shop. No description has been provided for t

Exploring Quantization and Oversampling through One-Bit Music

One-Bit Music[1]¶ In this notebook we will talk about quantization and oversampling and we will do so by taking a trip down memory lane to revisit the early from monophonic square waves, introduce polyphony by way of pulse-width modulation and finish with the basics of sigma-delta quantization. pacman In [1]: import matplotlib import matplotlib.pyplot as plt import numpy as np import scipy.signal as sp from scipy.io import wavfile import IPython In [2]: import sys ! wget -q -O mus

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