marcaureledivernois Goto Github PK

_ab_testing

AB Testing of conversion rates

_bayesian_optimization

Bayesian Optimization for hyperparameter choice

_convolutional_neural_network

Convolution Neural Networks for digit classification

_embeddings

Learn word embeddings on Harry Potter corpus

_gaussian_mixture_models

Gaussian mixture model for predicting customer churn

_k_means_clustering

K-means for fraud/anomaly detection

_naive_bayes_classifier

Naive Bayes classifier for spam detection

_principal_component_analysis

Principal Component Analysis theory and use case on toy data

_random_forests

Random forest on Kaggle use case

_recommander_system

Movie recommender system based on IMDB data

_support_vector_machine

SVM theory and use case on toy data

automl

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"

gaussian_mixture_models

kaggle_titanic

Kaggle competition - Titanic

machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

madewithml

Learn how to responsibly deliver value with ML.

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

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

mnist-k-means-clustering

K-Means Clustering to Identify Handwritten Digits

phd_thesis

LaTeX codes for my PhD thesis at EPFL

pulse-classification-svm

input-app-svm-classification

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.

svm_mnist_digit_classification

Digit classification using SVM

tflearn

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

timeseries-algos

Contains different algos for timeseries analysis

tweet_sklearn

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