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analyzing-redundancy-in-pretrained-transformer-models

Code for Analyzing Redundancy in Pretrained Transformer Models accepted at EMNLP 2020

attention-analysis

breeze

Breeze is a numerical processing library for Scala.

captum-1

Model interpretability and understanding for PyTorch

cikm2017-ft

deepexplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

fairness-aware-learning

Fairness aware learning using input masking constraints

fairness-in-classification-and-representation-learning

Implementation of Fairness method for Classification Task

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scikit-learn

scikit-learn: machine learning in Python

spark

Mirror of Apache Spark

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow

Open source software library for numerical computation using data flow graphs.