marcaureledivernois

_bayesian_optimization

Bayesian Optimization for hyperparameter choice

duan-replication

MATLAB codes to replicate Duan et al. 's paper "Multiperiod corporate default prediction—A forward intensity approach"

firm-network

Source code, data and plots for our paper "Analysis of Large Market Data Using Neural Networks: A Causal Approach"

forward-intensity

Source codes and plots for my paper "A Deep Learning Approach to Estimate Forward Default Intensities"

PhD_thesis

LaTeX codes for my PhD thesis at EPFL

PortfolioOptimization

This is a toy portfolio optimization tool used as example of project in the QARM lecture at HEC.

semantic_game

Word Mini-Game : Guess the secret word ! Play here :

sent2vec

General purpose unsupervised sentence representations

stocktwits-download

Source codes to scrape tweets from the Stocktwits API and store as JSON. Preprocessing steps for NLP classification.

tweet_sklearn

NLP repo for our paper "StockTwits Classified Sentiment and Stock Returns". StockTwits data is available in the README.

marcaureledivernois/firm-network

Source code, data and plots for our paper "Analysis of Large Market Data Using Neural Networks: A Causal Approach"

marcaureledivernois/stocktwits-download

Source codes to scrape tweets from the Stocktwits API and store as JSON. Preprocessing steps for NLP classification.

marcaureledivernois/tweet_sklearn

NLP repo for our paper "StockTwits Classified Sentiment and Stock Returns". StockTwits data is available in the README.

marcaureledivernois/_bayesian_optimization

Bayesian Optimization for hyperparameter choice

marcaureledivernois/duan-replication

MATLAB codes to replicate Duan et al. 's paper "Multiperiod corporate default prediction—A forward intensity approach"

marcaureledivernois/forward-intensity

Source codes and plots for my paper "A Deep Learning Approach to Estimate Forward Default Intensities"

marcaureledivernois/PhD_thesis

LaTeX codes for my PhD thesis at EPFL

marcaureledivernois/PortfolioOptimization

This is a toy portfolio optimization tool used as example of project in the QARM lecture at HEC.

marcaureledivernois/sent2vec

General purpose unsupervised sentence representations

marcaureledivernois/_AB_testing

AB Testing of conversion rates

marcaureledivernois/semantic_game

Word Mini-Game : Guess the secret word ! Play here :

marcaureledivernois/_convolutional_neural_network

Convolution Neural Networks for digit classification

marcaureledivernois/_embeddings

Learn word embeddings on Harry Potter corpus

marcaureledivernois/_gaussian_mixture_models

Gaussian mixture model for predicting customer churn

marcaureledivernois/_k_means_clustering

K-means for fraud/anomaly detection

marcaureledivernois/_naive_bayes_classifier

Naive Bayes classifier for spam detection

marcaureledivernois/_principal_component_analysis

Principal Component Analysis theory and use case on toy data

marcaureledivernois/_random_forests

Random forest on Kaggle use case

marcaureledivernois/_recommander_system

Movie recommender system based on IMDB data

marcaureledivernois/_support_vector_machine

SVM theory and use case on toy data

marcaureledivernois/_topic_modelling

Document classification without predefined set of topics

marcaureledivernois/AutoML

marcaureledivernois/kaggle_titanic

Kaggle competition - Titanic

marcaureledivernois/MadeWithML

Learn how to responsibly deliver value with ML.

marcaureledivernois/ml-fraud-detection-kmeans-pca-nn-logistic

Credit card fraud detection with unlabeled data. Algos : PCA, K-means, ANN, Logistic

marcaureledivernois/MNIST-K-Means-Clustering

K-Means Clustering to Identify Handwritten Digits

marcaureledivernois/pulse-classification-svm

input-app-svm-classification

marcaureledivernois/svm_mnist_digit_classification

Digit classification using SVM

marcaureledivernois/tflearn

Deep learning library featuring a higher-level API for TensorFlow.

marcaureledivernois/timeseries-algos

Contains different algos for timeseries analysis