peihsuan11

anomaly_detection

This is a times series anomaly detection algorithm, implemented in Python, for catching multiple anomalies. It uses a moving average with an extreme student deviate (ESD) test to detect anomalous points.

AnomalyDetection-Using-AE

Anomaly Detection using SVM one class and Auto encoders in Keras

Autoencoders-for-Improving-Quality-of-Process-Event-Logs

awesome-AIOps

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

Awesome-Incremental-Learning

Awesome Incremental Learning

ChatGpt-LineBot

click_fraud_detection_lstm_model

compare_gan

Compare GAN code.

Deep-Learning-Audio-Application-From-Design-to-Deployment

Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.

DeepLearningForAudioWithPython

Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

Doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

DPTable

differential private tabular data publishing

gan-on-structured-data

Repository for my 2018 summer internship at GDP Labs, Indonesia about Generative Adversarial Network

Google-Analytics-Customer-Revenue-Prediction

Predict how much GStore customers will spend

intro-to-dl

Resources for "Introduction to Deep Learning" course.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

luminaire

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

luminol

Anomaly Detection and Correlation library

MAD-GANs

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

MagNet-is-NOT-Robust

models

Models built with TensorFlow

privacy

Library for training machine learning models with privacy for training data

private-ai

Repo for Udacity's Secure & Private AI course

RootCauseAnalysisOfProductionLineFailure

scipy_con_2019

Tutorial Sessions for SciPy Con 2019

semisupervised_timeseries_infogan

A tensorflow implementation of informative generative adversarial network (InfoGAN ) to one dimensional ( 1D ) time series data with a supervised loss function. So it's called semisupervised Info GAN.

Slides-SciPyConf-2018

A repository for public storage of slides given at the 17th Python in Science Conferences (2018)

t81_558_deep_learning

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

Time-Series-Analysis-Tutorial

时间序列分析教程

TimeSeriesAnalysisWithPython