hoang-jaist Goto Github PK

2020-08-08-abnormaldetection-autoencoder

Extreme Rare Event Classification by Autoencoders

ad_with_if

alien_invasion

First game by Anhh for Learning Python

anomaly_detection_with_oc-svm

Applying one-class SVM to the KDDCUP 1999 data set

course-v3

The 3rd edition of course.fast.ai

data

fastbook

The fastai book, published as Jupyter Notebooks

fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

fuzzy_dempster_shafer

A fuzzy machine learning algorithm utilizing Dempster-Shafer and Bayesian Theory

gaal-based-outlier-detection

GAAL-based Outlier Detection

jaistthesislatex

JAIST Thesis LaTeX template

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ml-powered-applications

Companion repository for the book Building Machine Learning Powered Applications

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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].

python_tutorial_beginners_2019

Programming with Mosh 2019 Beginning Python: https://www.youtube.com/watch?v=_uQrJ0TkZlc&t=11s

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

shooting_2nd

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

whiterabbit

WhiteRabbit is a small application that can be used to analyse the structure and contents of a database as preparation for designing an ETL. It comes with RabbitInAHat, an application for interactive design of an ETL to the OMOP Common Data Model with the help of the the scan report generated by White Rabbit.

youtube_channel

Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.