Marvin's starred repositories

awesome-LLM-AIOps

A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operations (AIOps).

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UFO

A UI-Focused Agent for Windows OS Interaction.

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crane

Crane is a FinOps Platform for Cloud Resource Analytics and Economics in Kubernetes clusters. The goal is not only to help users to manage cloud cost easier but also ensure the quality of applications.

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AIOps-Challenge-2020-Data

The published dataset of AIOps Challenge 2020

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MultiDimension-Localization

2019AIOps: The 2nd match for AIOps

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KPI-Anomaly-Detection

2018AIOps: The 1st match for AIOps

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synckusto

Synchronize database schemas between a Kusto cluster and the local file system

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chaosblade

An easy to use and powerful chaos engineering experiment toolkit.(阿里巴巴开源的一款简单易用、功能强大的混沌实验注入工具)

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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.

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thuthesis

LaTeX Thesis Template for Tsinghua University

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cstate

🔥 Open source static (serverless) status page. Uses hyperfast Go & Hugo, minimal HTML/CSS/JS, customizable, outstanding browser support (IE8+), preloaded CMS, read-only API, badges & more.

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PyNomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

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code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

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TH-CPL

清华大学计算机学科推荐学术会议和期刊列表

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DeathStarBench

Open-source benchmark suite for cloud microservices

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meta_commit

Enrich commit diffs with programing language insights

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RLexample

Some basic examples of playing with RL

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introRL

Intro to Reinforcement Learning (强化学习纲要)

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ruptures

ruptures: change point detection in Python

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mcmc-demo

Interactive Markov-chain Monte Carlo Javascript demos

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emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

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edgeworth

playing with Edgeworth-type expansions for nearly-normal distributions

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paper-movies

Poorly written scripts to animate our papers' revision processes

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clusterdata

cluster data collected from production clusters in Alibaba for cluster management research

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spigo

Simulate Protocol Interactions in Go

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continuum

A platform for online learning that curtails data latency and saves you cost.

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