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kytle's Projects

alphago icon alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

ares icon ares

Python botnet and backdoor

commoncrawler icon commoncrawler

A SIMPLE (but fast & extensible) crawler using CommonCrawl.

gxgk-wechat-server icon gxgk-wechat-server

莞香广科微信公众号后端,使用 Python、Flask、Redis、MySQL、Celery

gzipstream icon gzipstream

gzipstream allows Python to process multi-part gzip files from a streaming source

hac icon hac

CS298 project - to build a hierarchical clustering algorithm which can be used for adaptive clustering in search engine

hac-1 icon hac-1

Hierarchical Agglomerative Clustering

hac-dm icon hac-dm

Customer segmentation app using Hierarchical Agglomerative Clustering

indexd icon indexd

A very simple inverted index, capable of executing search across a lot of documents

php-cfg icon php-cfg

A Control Flow Graph implementation in PHP

pysparkling icon pysparkling

A pure Python implementation of Spark's RDD interface.

quac icon quac

Implemented parallel Graph processing algorithm in Apache Spark (pySpark)to find the Maximal Gamma Quasi cliques used for community detection in graphs of low to medium edge density .This project was designed using Map reduce framework for huge graphs.Because of the exponential complexity of the algorithm, we preferred a big data platform like Apache spark. The implementation has its application in social network to cluster similar profiles.Skills:-Python, Apache Spark(pySpark).

spylearn icon spylearn

Repo for experiments on pyspark and sklearn

stock-predictor icon stock-predictor

Listens for Stock news on Twitter, performs sentiment analysis by mining information from an online news source, performs supervised predictive modeling and suggests buy or sell decisions of the stock. Computes portfolio returns over time.

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