dennisliub Goto Github PK

airbnb-data-collection

Data collection for Airbnb listings.

awesome-renewable-energy-investments

Open Source list of stocks and indexes in renewable energy area

aws_prices

Interface to AWS prices using R and Shiny

causalml

Uplift modeling and causal inference with machine learning algorithms

crash-course-in-causality

https://www.coursera.org/learn/crash-course-in-causality

dennis-r-experience

dennis-stat.github.io

Dennis Blog

denniskorablev.github.io

Curated list of resources about Amazon Sagemaker

df.terminal.edit

R functions to edit data frame in terminal

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

easy.sankey.network

Sankey Network one-line visualisation in R

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

erlangr

Set of functions to calculate call center agents and trunks requirements using ErlangB and ErlangC functions in R

example-models

Example models for Stan

freqtrade

Simple High Frequency Trading Bot for crypto currencies

getting-and-cleaning-data-course-project

Getting and Cleaning Data Course Project by Denys Liubyvyi

hitbtc-api

hitbtc API

kaggle_house_prices

https://www.kaggle.com/c/house-prices-advanced-regression-techniques/leaderboard

neo4j-jupyter

nypd-motor-vehicle-collisions-api-for-r

NYPD Motor Vehicle Collisions API for R

old_denniskorablev.github.io

patient2vec

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

pylift

Uplift modeling package.

scikit-uplift

:exclamation: uplift modeling in scikit-learn style in python :snake:

shiny_demo_4701

Shiny Demo for Data Visualisation class

team-shiny

Columbia University STAT 4701 Spring 2015 "Team Shiny" repo

titanic-kaggle

w4240-columbia-data-mining-course