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catch22: CAnonical Time-series CHaracteristics
Utility that converts an .etl file containing a Windows network packet capture into .pcapng format.
A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operations (AIOps).
Python code for abnormal detection using Support Vector Data Description (SVDD)
The Official Repository for "Generalized OOD Detection: A Survey"
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
This repository collects all relevant resources about interpretability in LLMs
A sample of running Airtest on multiple devices
A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
Official implementation for "You Only Look at Screens: Multimodal Chain-of-Action Agents" (Findings of ACL 2024)
Microsoft Message Analyzer EOL Archive
Flops counter for neural networks in pytorch framework
Accurately separates a URL’s subdomain, domain, and public suffix, using the Public Suffix List (PSL).
Deep Learning models for network traffic classification
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
Implementation of an Openset Recognition algorithm.
Library for Meta-Recognition and Weibull based calibration of SVM data.
Curated collection of papers in machine learning systems
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
Scala implementation of a Branch and Bound Balltree algorithm to find points in vector space that have largest inner product to a given query (maximum inner product search).
