dylan-slack Goto Github PK

lime-experiments

Code for all experiments.

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

manipulating-cfes

metal

Snorkel MeTaL: A framework for training models with multi-task weak supervision

ml-final-project

ml-paper-outline

modeling-uncertainty-local-explainability

Local explanations with uncertainty 💐!

mturk-code-samples

Code samples to help you get started with the Amazon Mechanical Turk Requester API

news-translation

prompt_semantics

This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”

pyids

An implementation of IDS (Interpretable Decision Sets) algorithm.

ravens

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

segmentation_analysis

shap

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

simple-self-attention

A simple (~40 loc) self attention implementation

sklearn-expertsys

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

slim-py

Unofficial implementation of SLIM (Supersparse linear integer models for optimized medical scoring systems)

spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

talktomodel

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

tensor-puzzles

Solve puzzles. Improve your pytorch.

tf_tutorial

youddit-public

Reddit scraper and video compiler