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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

601spring2020

Data 601 for Spring 2020

altair-tutorial

Notebooks for the Altair tutorial

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

ants

Advanced Normalization Tools (ANTs)

automatic-image-captioning

A neural network architecture(CNN+LSTM) that automatically generates captions from the images. The model uses ResNet architecture to train the Encoder while DecoderRNN has to be trained with our choice of trainable parameters. I have trained the model on the Microsoft Common Objects in COntext (MS COCO) dataset and have tested the network on fictitious images!

awesome-pair

Auto parenthesis pairing with syntax table

awesome-python-books

:books: Directory of Python books

braingnn_pytorch

A preliminary implementation of BrainGNN

class

Python programs for DATA602

data-606

data-690-wang

Statistics & Visualization

data602final_project_unsupervised_model

data606

Capstone Project

data606_capstone

data_601

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

earlysepsisprediction

Early Prediction of Sepsis from Clinical Time Series Data

hcppipelines

Processing pipelines for the HCP

healthbot

A helpful chatbot for providing medical diagnosis solutions to it's users.

intra

IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

learningsparkv2

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

machine-learning-algorithms-second-edition

Machine Learning Algorithms Second Edition, published by Packt

machine-learning-fundamentals

Use Python and scikit-learn to get up and running with the hottest developments in machine learning

mastering-spark-sql-book

The Internals of Spark SQL

mimic-iv-aline-study

Replication of the arterial line study in MIMIC-IV

mortality-prediction

Real time mortality prediction in the MIMIC-III database

nlpaug

Data augmentation for NLP