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activegml

Active Gradual Machine Learning for Entity Resolution

awesome-active-learning

Hope you can find everything you need about active learning in this repository.

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

blue-topaz-examples

Blue topaz themes example vault for Obsidian

collaborem

Code for the paper "CollaborEM: A Self-supervised Entity Matching Framework Using Multi-features Collaboration"

dader

deep-learning-based-anomaly-detection

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepblocker

Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space Exploration"

ditto

Code for the paper "Deep Entity Matching with Pre-trained Language Models"

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

entity-embed

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

entity-matching-transformer

To reproduce experiments of the paper "Entity Matching with Transformer Architectures"

exathlon

Pipeline for Explainable Anomaly Detection over Time Series

hai

HIL-based Augmented ICS (HAI) Security Dataset

joyful-pandas

pandas中文教程

machamp

The dataset for the paper "Machamp: A Generalized Entity Matching Benchmark" published in CIKM 2021

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

nlpaug

Data augmentation for NLP

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

openprompt

An Open-Source Framework for Prompt-Learning.

pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rotom

Code for the paper "Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond"

stnf

The official code for Spatial-Temporal Normalizing Flow for Robust Multivariate Time Series Anomaly Detection

tranad

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

zeromatcher