joshuagithub

JDeepAI's repositories

Social-Distancing-Alert-with-Convolutional-Neural-Network

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apache-spark-dse230x

Big Data Analytics Using Spark, UC San Diego - DSE230X

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ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.

BSD-3-Clause000

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

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deep_learning_coronavirus_cure

Using deep learning to generate novel molecules as candidates for binding with coronavirus protease

Unlicense000

2019-nCov

Efforts towards proposing a potentially highly active molecule against a target protein of the 2019 Novel Coronavirus

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teachingdatascience

A set of resources for those teaching data science courses.

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DocProduct

Medical Q&A with Deep Language Models

MIT000

eicu-code

Code and website related to the eICU Collaborative Research Database

MIT000

FashionMNIST_Image_Classification

This notebook investigates whether multiple CNN models can achieve higher classification accuracy than any individual model.

MIT000

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.

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