stellamatata

mob

Monotonic Optimal Binning in Consumer Credit Risk Scorecard Development

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

scikit-learn

scikit-learn: machine learning in Python

PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

Python-first-Practice

Only use 3 days to get the basic concept of Python (Chinese Version | Data Scientist Direction)

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

data.table

R's data.table package extends data.frame:

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

awesome-R

A curated list of awesome R packages, frameworks and software.

ExploreModels

Code and data for "The Geometry of Classifiers"

study

120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

FreeML

A List of Data Science/Machine Learning Resources (Mostly Free)

breakDown

Model Agnostics breakDown plots

DALEX

moDel Agnostic Language for Exploration and eXplanation

xgboostExplainer

An R package that makes xgboost models fully interpretable

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Webinar_ISDS

acceleratoRs

Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains