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Josh Lee's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

docker-mongo-flask icon docker-mongo-flask

Learning how to build scalable fulls stack webservice solution... from someone else... using my own two hands.

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

network_tree icon network_tree

Tree visualization of a network. Simple proof of concept.

one-env icon one-env

The one deep learning docker environment to rule them all.

outside icon outside

Public repo of projects I've worked on.

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

projects icon projects

🪐 End-to-end NLP workflows from prototype to production

ritabot icon ritabot

Real-Time Interchangeable Translating Assistant, an open-source free translation Bot for Discord.

stanza icon stanza

Official Stanford NLP Python Library for Many Human Languages

vlite icon vlite

simple vector database made in numpy

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