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ai-predictivemaintenance

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

anomaly-detection

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

anomalydetector

Samples for the Anomaly Detection API documentation:

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

beatgan

BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeplearning-models

A collection of various deep learning architectures, models, and tips

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dl-based-intelligent-diagnosis-benchmark

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

etdataset

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

fullstack-nanodegree-vm

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gaussian_mixture_models

This is the code for "Gaussian Mixture Models - The Math of Intelligence (Week 7)" By Siraj Raval on Youtube

hefei_ecg_top1

“合肥高新杯”心电人机智能大赛 —— 心电异常事件预测 TOP1 Solution

influxdb

Scalable datastore for metrics, events, and real-time analytics

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mad-gans

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

mlapp-cn

A Chinese Notes of MLAPP，MLAPP 中文笔记项目 https://zhuanlan.zhihu.com/python-kivy

orion

A machine learning library for detecting anomalies in signals.

paddlenlp

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

power-predict

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)