TanguyLevent

AirPollution

Anomaly-Detection-and-Recommender-Systems

Implement the anomaly detection algorithm and apply it to detect failing servers on a network. Use collaborative filtering to build a recommender system for movies.

my-website

My website showcase

pymgrid

pymgrid is a python library to generate and simulate a large number of microgrids.

PythonCourse

Python Lesson for Master Student

RL-Platform-Game---PAMDP

Project PAMDP on Platform Game

RL4Microgrids

RL for Energy Management of Microgrids

Support-Vector-Machines

Using support vector machines (SVMs) to build a spam classifier

VitaminC-ToothGrowth

Analysis relationship between vitamin C and tooth growth over pigs sample

pymgrid

pymgrid is a python library to generate and simulate a large number of microgrids.

TanguyLevent/RL4Microgrids

RL for Energy Management of Microgrids

TanguyLevent/RL-Platform-Game---PAMDP

Project PAMDP on Platform Game

TanguyLevent/my-website

My website showcase

TanguyLevent/pymgrid

pymgrid is a python library to generate and simulate a large number of microgrids.

TanguyLevent/PythonCourse

Python Lesson for Master Student

TanguyLevent/Support-Vector-Machines

Using support vector machines (SVMs) to build a spam classifier

TanguyLevent/VitaminC-ToothGrowth

Analysis relationship between vitamin C and tooth growth over pigs sample

TanguyLevent/Anomaly-Detection-and-Recommender-Systems

Implement the anomaly detection algorithm and apply it to detect failing servers on a network. Use collaborative filtering to build a recommender system for movies.

TanguyLevent/bank_failures

Every bank failure in the United States since the Great Depression

TanguyLevent/Bias_Variance

Implement regularized linear regression and use it to study models with different bias-variance properties

TanguyLevent/Electric_power_consumption

From the UC Irvine Machine Learning Repository - Study the Electric power consumption on one household

TanguyLevent/Exponential-distribution

I show you a demonstration to understand the Central Limit Theorem

TanguyLevent/French-presidential-election-

French presidential election

TanguyLevent/HAR

Human Activity Recognition

TanguyLevent/K-means_and_PCA

Implement the K-means clustering algorithm and apply it to compress an image. Use principal component analysis to find a low-dimensional representation of face images.

TanguyLevent/Keras-GAN

Keras implementations of Generative Adversarial Networks.

TanguyLevent/Linear_Regression

Implement linear regression and get to see it work on data

TanguyLevent/Logistic_Regression

Implement logistic regression and apply it to two different datasets

TanguyLevent/machine_learning_examples

A collection of machine learning examples and tutorials.

TanguyLevent/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

TanguyLevent/Motor-Trend-Car-Road-Tests

Analyzes over the characteristics of a car related to its fuel consumption

TanguyLevent/Multi_class_and_Neural_Network

Implement one-vs-all logistic regression and neural networks to recognize hand-written digits

TanguyLevent/Neural-Networks-Learning

Implement the backpropagation algorithm for neural networks and apply it to the task of hand-written digit recognition

TanguyLevent/Neural_Network_Classification

My Neural Network to propagate and learn for a micro-image of 4 binary pixels

TanguyLevent/PracticalSessions2020

Repository for tutorial sessions at EEML2020

TanguyLevent/RepData_PeerAssessment1

Peer Assessment 1 for Reproducible Research

TanguyLevent/Statistical-Methods-Table

To determine what statistical methods used for specific situations, summary, and review

TanguyLevent/SwiftKey-NLP

TextPredictor using Natural Language Processing

TanguyLevent/US_AirPollutant_PM2.5

From National Emissions Inventory (NEI) - Study on how many tons of PM2.5 were emitted over the years

TanguyLevent/US_Storm_Damage

Explore the NOAA Storm Database and answer questions about severe weather events