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animation

compiler-1

This is NJU_Compilers Course Lab.

compiler2021

dagmm

My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

fluid

Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)

gasconhagasmybot

gdn

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

gnn-time-series-survey

Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

introvb

An introduction to variational Bayesian

jz--offer-cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

kpi-detection

l-map

L-MAP learnble multivariate matrix profile for time series

l_map

L_MAP learnble multivariate matrix profile for time series

lstm-prediction

matrixprofile

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

multi-granularity

nju_cs_kaoyan_19

南京大学计算机&人工智能19考研　南京大学计算机考研

nju_csai_kaoyan

南京大学 计算机和人工智能 考研信息汇总 南京大学计算机考研

oceanbase

OceanBase is an enterprise distributed relational database with high availability, high performance, horizontal scalability, and compatibility with SQL standards.

omnianomaly

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

pytorch-vae

A Variational Autoencoder (VAE) implemented in PyTorch

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

seasonal-time-series-anormaly-dectection-based-on-lstm

shplt_anomaly

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

tfsnippet

A set of utilities for writing and testing TensorFlow models

todynet

TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

uea_ucr_datasets

A small package for loading and handling UEA UCR time series classification datasets.

wgcloud

Linux运维监控工具，支持系统硬件信息，内存，cpu，温度，磁盘空间及IO，硬盘smart，系统负载，网络流量等监控，服务接口，大屏展示，拓扑图，进程监控，端口监控，docker监控，文件防篡改，日志监控，数据可视化，web ssh，堡垒机，指令下发批量执行，Linux面板(探针)，SNMP，故障告警