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Drew Perkins's Projects

advanced-nlp icon advanced-nlp

Implementation of the latest developments in NLP ranging from ensemble learning to BERT. Pipelines are in Tensorflow and Pytorch

aiva icon aiva

AIVA (A.I. Virtual Assistant): General-purpose virtual assistant for developers.

computer-vision icon computer-vision

A few of the recent projects in computer vision with OpenCV and Keras

dep_parser icon dep_parser

A standard oracle for arc-eager dependency parsing. The oracle predicts the optimal transition sequence for a sentence and its gold standard tree.

java_flow icon java_flow

General work in java, as well as exercises from Think Java, 2nd Edition.

media-transcoder icon media-transcoder

A versatile Golang service for efficient, scalable media transcoding. Support for HLS and DASH.

pcfg icon pcfg

A parser for probabilistic context-free grammar.

polyglot-microservices icon polyglot-microservices

I will be developing an API that uses gRPC to communicate between Go and Python (FastAPI). Ideally, it would be nice to use Node or Phoenix too.

r_flow icon r_flow

Some work for AI course and general stuff in R

site-scraper icon site-scraper

A web scraper for a particular site that could be generalized.

softrobot-backend icon softrobot-backend

An HTTP-based mini game backend server that allows users to login, register game scores, and retrieve a list of high scores for the levels

wiki_scraper icon wiki_scraper

A web scraper that collects the list of Nobel Laureates from Wikipedia.

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