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aws-nlp-workshop

Natural Language Processing on AWS Workshop

bayesian-phase-i-ii-immunotherapy

Code supporting "A Bayesian Phase I/II Trial Design for Immunotherapy"

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bda_course_aalto

Bayesian Data Analysis course at Aalto

bda_r_demos

Bayesian Data Analysis demos for R

brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

clinical-trial-outcome-prediction

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

clinicaltrialsimulation

This repo consists of all the R code examples for the simulating adaptive clinical trials YouTube series by J. Kyle Wathen at

crime-prediction

CS281 Final Project to develop a new ML Model for predicting incidents of crime.

crime-rate-forecasting-in-chicago

da-week

Data Analytics Week at the AWS Loft

data-processor

This app will fetch data from Yahoo Finance and Plot it.

deep-learning-experiments

Notes and experiments to understand deep learning concepts

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

dlaicourse

Notebooks for learning deep learning

dynet_tutorial_examples

Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016

ecsdemo-crystal

Part 4 of a 4 part ECS Workshop

ecsdemo-frontend

Part 2 of a 4 part ECS Workshop

ecsdemo-nodejs

Part 3 of a 4 part ECS workshop

ecsdemo-platform

Phase 1 of a 4 part ECS workshop

efficientr

Efficient R programming: a book

fengzenggithub.github.io

frontend-nanodegree-resume

This repository is used for one of the projects in Udacity's Front-End Web Developer Nanodegree program. Learn how to become a Front-End Developer today with line-by-line code reviewed projects and get a job with career services!

geog5330

Applied Spatial and Spatiotemporal Analysis

gnip-trend-detection

Trend detection algorithms for Twitter time series data

gprs15b

Gaussian Process Summer School, Melbourne, Australia, 20015

gpstuff

GPstuff - Gaussian process models for Bayesian analysis

gptools

Gaussian processes with arbitrary derivative constraints and predictions.

introbayesiansimulation

This repository is an introduction to Bayesian Clinical Trial simulation

ipython-notebook