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ai-safety-project

AI-Safety-Project

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

autoencoders

Credit Card Fraud Detection using Autoencoders

breast_cancer

Breast_Cancer

dsprites-dataset

Dataset to assess the disentanglement properties of unsupervised learning methods

fair_transformer

Official codebase for Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain.

fairmot

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

gans-p33

glue-baselines

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

handwritten-digit-classification

Handwritten Digit Classification

hatespeech_detection_generalization

Detection of racism, sexism and hate speech in tweets with transformer-based models. Can a general hate speech detection model perform as well as racism and sexism focused detection models on racism and sexism datasets?

k-means-clustering-k-nn-classification

Anomaly detection

lof

Outlier detection with Local Outlier Factor (LOF)

model-evaluation-and-refinement

Determining how accurate the predictions are.

multout

A program for finding a robust estimate of shape, location and Mahalanobis distances in high dimension.

symbolicmathematics

Deep Learning for Symbolic Mathematics

the_fairness_stitch

The official implementation of the paper "THE FAIRNESS STITCH: Unveiling the Potential of Model Stitching in Neural Network De-Biasing"

time-series-of-price-anomaly-detection

Time Series of Price Anomaly Detection

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

universal-computation

Official codebase for Pretrained Transformers as Universal Computation Engines.

vision_transformer