Dylan Slack's repositories
TalkToModel
TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
Fooling-LIME-SHAP
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
Modeling-Uncertainty-Local-Explainability
Local explanations with uncertainty 💐!
prompt_semantics
This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”
Adan-pytorch
Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch
BIG-Bench-Hard
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
CogView2
official code repo for paper "CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers"
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
demo-notes-app
Source for the demo notes app in the Serverless Stack Guide
DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
dylan-slack
Config files for my GitHub profile.
DynaBOA
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation
errudite
An Interactive Tool for Scalable and Reproducible Error Analysis.
imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
mturk-code-samples
Code samples to help you get started with the Amazon Mechanical Turk Requester API
simple-self-attention
A simple (~40 loc) self attention implementation
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
Tensor-Puzzles
Solve puzzles. Improve your pytorch.