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annotated-transformer

An annotated implementation of the Transformer paper.

anomaly-detection

Anomaly detection in less than 60 loc!

anomalyclip

Official implementation for AnomalyCLIP (ICLR 2024)

awesome-code-llm

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

awesome-timeseries-llm-fm

The collection of resources about LLM for Time series tasks

awesome_papers_on_llms_detection

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

beymani

Hadoop, Spark and Storm based anomaly detection implementations for data quality, cyber security, fraud detection etc.

caw

cenet

Temporal Knowledge Graph Reasoning with Historical Contrastive Learning

change-tutorial

Materials for the useR2017 tutorial on changepoint detection

chatgpt

chatgpt-for-data-analytics

ckbc

This repository includes the source-code and dataset used in our CIKM2022 paper titled 'Commonsense Knowledge Base Completion with Relational Graph Attention Network and Pre-trained Language Model'.

cml

The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation

conf24

diffkg

[WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"

dualattackrw

Source codes of "Dual-Space Attacks against Random-Walk-based Anomaly Detection"

eml_parser

python eml parser module

etdataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

eventgen

Splunk Event Generator: Eventgen

exllama

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

fastdtw

FastDTW- Dynamic Time Warping (DTW) with a linear time and memory complexity

fastdtw_python

A Python implementation of FastDTW

fundamentals_llms

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

grok-1

Grok open release

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing