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Nagaraj Lakkarasu's Projects

sparkcassandra icon sparkcassandra

Spark 2.3.2 and Cassandra 3.11.4 integration ReadTable and WriteTable using SparkDataframe

sperf icon sperf

Datastax Enterprise and Apache Cassandra diagnostic tooling from DataStax

sstable-importer icon sstable-importer

In this project I will show how can we generate SSTable from a .csv or Cassandra and import back in Cassandra using generated SSTables by just importing SSTables

sstable-tools icon sstable-tools

Tools for parsing, creating and doing other fun stuff with sstables

sstableconverter icon sstableconverter

Converts sstableconverter between Cassandra partitioners (RandomPartitioner and Murmur3Partitioner)

stock-alerts icon stock-alerts

Personal alert system based on technical analysis indicators from stock market.

stock-algo-model icon stock-algo-model

Created simple ANN to predict stock prices on the S&P 500 using time-series historical data.

stock-analysis-engine icon stock-analysis-engine

Backtest 1000s of minute-by-minute trading algorithms with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

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.

stream-reactor icon stream-reactor

Streaming reference architecture for ETL with Kafka and Kafka-Connect. You can find more on http://landoop.com on how we provide a unified solution to manage your connectors, most advanced SQL engine for Kafka and Kafka Streams, cluster monitoring and alerting, and more.

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