andreasalam Goto Github PK

federated-forest

Some notes and codes on research of Federated Forest

federated-learning

fedml

FedML: A Research Library and Benchmark for Federated Machine Learning

frank-kanes-taming-big-data-with-apache-spark-and-python

Frank Kane's Taming Big Data with Apache Spark and Python, published by Packt

fraud-detection

Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook

fraud-detection-1

Credit card fraud detection. Highly imbalaced dataset.

fraud-detection-papers

A collection of research and survey papers of fraud detection mainly in advertising.

fraud-detection-using-machine-learning

Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker

gan-sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

gans_for_credit_card_data

go

The Go programming language

hadoop-books

This is my personal collection of free Hadoop books, please feel free to share and learn.

hadoop-mapreduce-examples-python

All the Hadoop Mapreduce examples in python!

hadoop-with-python-code

Exercises and examples developed for the Hadoop with Python tutorial

hanhan-spark-python

Used Spark core python, Spark sql, Spark MLlib, Spark Streaming

incrementallearning

iot-ecml2019

itversity-books

kaggle-credit-card-fraud-detection

This is an highly imbalanced data with only 1.72% minority and 98.28% majority class, i will be explaining Up and down sampling and effect of sampling before and while doing cross validation. Model has been evaluated using precision recall curve.

largescaleincrementallearning

learning-hadoop-and-spark

Companion to Learning Hadoop and Learning Spark courses on Linked In Learning

machine-learning-for-predictive-lead-scoring

Predictive Lead Scoring does all the hard work for you by leveraging Machine Learning to provide your sales and marketing team with in-depth customer knowledge and ways to target the hottest and most qualified leads – resulting in saved time and higher revenue streams.

mapreduce-python

Implementation of MapReduce on Python

master-thesis-federated-learning

Federated learning used to detect credit card fraud

mondrianforest

Code for Mondrian Forests (for classification and regression)

moving-average-trading-strategy

Implementation of the famous MA trading strategy in Python

muc

A Generic Multi-classifier Paradigm forIncremental Learning

olac

Online learning at cost - Classifying dynamic unbalanced data

online-chess-game

Chess game created on the 24 hour livestream

online-learning

A few basic online learning algorithms