Pinned Repositories
7wonders
adpredictor
A simple implementation of Microsoft's AdPredictor (http://bit.ly/SFgcq8) in Python
adpredictor-java
Java implementation of the Microsoft's AdPredictor algorithm
Adversarial_Autoencoder
A wizard's guide to Adversarial Autoencoders
kaggle-avazu-fastdg
Sparkov_Data_Generation
Synthetic Credit Card Transaction Generator used in the Sparkov program.
Spikes
My spikes
xgboostExplainer
An R package that makes xgboost models fully interpretable
xrf
eXtreme RuleFit (sparse linear models on XGBoost ensembles)
yama1968's Repositories
yama1968/Spikes
My spikes
yama1968/Adversarial_Autoencoder
A wizard's guide to Adversarial Autoencoders
yama1968/Sparkov_Data_Generation
Synthetic Credit Card Transaction Generator used in the Sparkov program.
yama1968/xrf
eXtreme RuleFit (sparse linear models on XGBoost ensembles)
yama1968/AIX360
Interpretability and explainability of data and machine learning models
yama1968/benchmarks
Comparison tool
yama1968/covid
yama1968/credit_card_fraud_detection
Credit_Card_Fraud_Detection
yama1968/empirical-bayes-book
Introduction to Empirical Bayes: Examples from Baseball Statistics
yama1968/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
yama1968/fast_knn_gpu
Tensorflow and Theano implementations of fast K-nearest neighbour search on GPU. ~3000x faster than sklearn KNeighborsClassifier!
yama1968/focus-budget-manager
Budget Manager application built with Vue.js, Node.js, Express.js and MongoDB
yama1968/interpret
Fit interpretable models. Explain blackbox machine learning.
yama1968/kaggle-cassava
yama1968/kubeflow-for-poets
Kubeflow for Poets: A Guide to Containerization of the Machine Learning Production Pipeline
yama1968/mlflow-sample
MLFlow Tracking Sample
yama1968/mli-resources
Machine Learning Interpretability Resources
yama1968/mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
yama1968/p2p-lending-data
Source code used to create an ML-ready creditworthiness dataset
yama1968/rulefit
Python implementation of the rulefit algorithm
yama1968/shap-values
Shap values for model interpretation
yama1968/shapr
Explaining the output of machine learning models with more accurately estimated Shapley values
yama1968/sklearn-deap
Use evolutionary algorithms instead of gridsearch in scikit-learn
yama1968/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
yama1968/time-series-classification
Classifying time series using feature extraction
yama1968/venmo-data
Venmo trasaction dataset for data analysis/visualization/anything
yama1968/VINE
VINE: Visualizing Statistical Interaction Effects in Black Box Models
yama1968/vue-authenticate
Simple Vue.js authentication library
yama1968/vue-authentication-example
This repo aims to answer how to handle authentication in your vue app.
yama1968/Vue-Facebook-Google-oAuth
SignIn or Signup with Facebook and Google using Vue without any external packages