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Lichia Lu's Projects

priam icon priam

Co-Process for backup/recovery, Token Management, and Centralized Configuration management for Cassandra.

puppet_modules icon puppet_modules

Some puppet modules for Oracle Java7, Sun Java6, Cassandra and others to come

raw icon raw

The missing link between spreadsheets and data visualization

serf icon serf

Service orchestration and management tool.

serverless icon serverless

Serverless Framework – Build web, mobile and IoT applications with serverless architectures using AWS Lambda, Azure Functions, Google CloudFunctions & more! –

servo icon servo

Netflix Application Monitoring Library

sifarish icon sifarish

Content based and collaborative filtering based recommendation and personalization engine implementation on Hadoop and Storm

slack-clone icon slack-clone

Full-Stack live chat application that recreate Slack's main features with SPA client and three tier monolithic backend

spark icon spark

Pyspark and H2O - tutorials and utilities

stb-tester icon stb-tester

A video-capture record/playback system for automated testing of set-top boxes

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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.

tableau-r icon tableau-r

Naive way to save an R data frame to a Tableau Data Extract using Python

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