Yannick Martel's repositories
vue-authentication-example
This repo aims to answer how to handle authentication in your vue app.
vue-authenticate
Simple Vue.js authentication library
Sparkov_Data_Generation
Synthetic Credit Card Transaction Generator used in the Sparkov program.
tidy_covid19
Some R code to tidy Johns Hopkins University CSSE Covid-19 data and to merge it with ACAPS government measures and World Bank data
Vue-Facebook-Google-oAuth
SignIn or Signup with Facebook and Google using Vue without any external packages
AIX360
Interpretability and explainability of data and machine learning models
sklearn-deap
Use evolutionary algorithms instead of gridsearch in scikit-learn
shapr
Explaining the output of machine learning models with more accurately estimated Shapley values
credit_card_fraud_detection
Credit_Card_Fraud_Detection
venmo-data
Venmo trasaction dataset for data analysis/visualization/anything
interpret
Fit interpretable models. Explain blackbox machine learning.
VINE
VINE: Visualizing Statistical Interaction Effects in Black Box Models
kubeflow-for-poets
Kubeflow for Poets: A Guide to Containerization of the Machine Learning Production Pipeline
shap-values
Shap values for model interpretation
p2p-lending-data
Source code used to create an ML-ready creditworthiness dataset
rulefit
Python implementation of the rulefit algorithm
fast_knn_gpu
Tensorflow and Theano implementations of fast K-nearest neighbour search on GPU. ~3000x faster than sklearn KNeighborsClassifier!
time-series-classification
Classifying time series using feature extraction
mlflow-sample
MLFlow Tracking Sample
empirical-bayes-book
Introduction to Empirical Bayes: Examples from Baseball Statistics
focus-budget-manager
Budget Manager application built with Vue.js, Node.js, Express.js and MongoDB
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
benchmarks
Comparison tool
mli-resources
Machine Learning Interpretability Resources
Adversarial_Autoencoder
A wizard's guide to Adversarial Autoencoders