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awesome-log-analysis

A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps

bigdata-examples

数据可视化，大屏模板示例

bigdata_practice

大数据分析可视化实践

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

education-project

使用jquery+echarts做的大数据可视化前端展示，喜欢的点点star和fork!

encrypted_traffic_classification

using deep learning to classify the encrypted network traffic

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flowdatagen

flowfeatureextract

frostmourne

frostmourne是基于Elasticsearch, InfluxDB，Mysql，ClickHouse的监控，报警，分析系统. Monitor & alert & alarm & analyze for Elasticsearch && InfluxDB Log Data。主要使用springboot2 + vue-element-admin。 https://frostmourne-demo.github.io/

genflowfeature

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

idatav

大屏数据可视化 Big screen data visualization demo

joy

A package for capturing and analyzing network flow data and intraflow data, for network research, forensics, and security monitoring.

kitnet-py

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

logram

Efficient Log Parsing Using n-Gram Dictionaries

multiclassesanomalydetection

netcap

A framework for secure and scalable network traffic analysis - https://netcap.io

neurallog

Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

oco_project

Online Convex Optimization Course Project

online_learning

Online Learning and Online Convex Optimization Study Notes and Codes

river

🌊 Online machine learning in Python

roead-core-code

Implementation of Online Evolving SVM

seq2seq

Sequence to Sequence Learning with Keras

seq2seq-pytorch

Sequence to Sequence Models with PyTorch

stochastic_optimization

this is an implementation of some variants of stochastic gradient algorithms and online learning algorithms including Adagrad, Adam, SVRG, SVRG-BB, FTRL on MNIST and Covertype datesets. and there are also something maybe helpful about convex optimization algorithms in my zhihu, the URL: https://zhuanlan.zhihu.com/p/34174603

vue-echarts

vue、 echarts、iview 实现大数据可视化大屏模板

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