tangqideng's repositories
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
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"
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"
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
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)
TranAD
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.