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jeromeku's Projects

spark-example-project icon spark-example-project

A Spark WordCountJob example as a standalone SBT project with Specs2 tests, runnable on Amazon EMR

ssg-dataset icon ssg-dataset

Open reproducible dataset on static site generators (SSG) popularity.

sta141c-winter19 icon sta141c-winter19

course materials for UC Davis STA141C: Big Data & High Performance Statistical Computing

stat243-fall-2013 icon stat243-fall-2013

Class repository for fall 2013 Statistics 243 (Intro to Statistical Computing) at UC Berkeley

stat545-ubc.github.io icon stat545-ubc.github.io

Main repository for STAT 545 @ University of British Columbia, a course in data wrangling, exploration, and analysis with R.

stats271sp2021 icon stats271sp2021

Material for STATS271: Applied Bayesian Statistics (Spring 2021)

stmo icon stmo

Selected Topics in Mathematical Optimization, now in Julia

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

streamingcrypto icon streamingcrypto

Dataflow demo for crypto exchanges/traders where we ingest trades and order books from multiple exchanges. Create analytics like RSI, MACD, SMA. Anomaly detection etc

subway icon subway

A practical example on how to perform sandwich attacks on Ethereum

summerschool2015 icon summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

talk-1312-nips icon talk-1312-nips

Talk at the NIPS 2013 MLOSS workshop: IPython Notebook, HTML conversion and supporting materials.

teach.github.com icon teach.github.com

The open source teaching materials site for Git and GitHub technologies

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