slundberg

vscode

Visual Studio Code

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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

polymer

Our original Web Component library.

shap

A game theoretic approach to explain the output of any machine learning model.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

guidance

A guidance language for controlling large language models.

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.

react-native-firebase

🔥 A well-tested feature-rich modular Firebase implementation for React Native. Supports both iOS & Android platforms for all Firebase services.

lime

Lime: Explaining the predictions of any machine learning classifier

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

mayavi

3D visualization of scientific data in Python

TensorFlow.jl

A Julia wrapper for TensorFlow

pyjulia

python interface to julia

anchor

Code for "High-Precision Model-Agnostic Explanations" paper

GLM.jl

Generalized linear models in Julia

mrab-regex

TextAnalysis.jl

Julia package for text analysis

uber-juno

Installer package for the Juno IDE

adaptive-testing

Find and fix bugs in natural language machine learning models using adaptive testing.

Lasso.jl

Lasso/Elastic Net linear and generalized linear models

attributionpriors

Tools for training explainable models using attribution priors.

SHAPforxgboost

SHAP (SHapley Additive exPlnation) visualization for 'XGBoost' in 'R'

iml

Interpretable ML package designed to explain any machine learning model.

slicer

Unified slicing for all Python data structures.

DeepATACseq

Repository for the code for DeepATAC project presented at WCB workshop in ICML2017

aurelia-polymer

Aurelia plugin to support Polymer

AIControl.jl

Implementation of the AIControl paper in Julia 1.0

SimplePlot.jl

A collection of clean plotting methods for easy Julia figures.