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adversarial_time_to_event

ICML 2018: "Adversarial Time-to-Event Modeling"

adversarialvariationalbayes

This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks".

ais

Annealed Importance Sampling (AIS) for generative models.

angularjs-app

App to track GRE Words

arduino

Control baby incubator temperature sensor via arduino board using ruby.

bayesian_nonparametric

Experiment with Bayesian Non Parametc Models

binary-autoencoder

boltzmann-machines

Boltzmann Machines in TensorFlow with examples

calibration_uncertainty_t2e

IEEE TNNLS 2020: "Calibration and Uncertainty in Neural Time-to-Event Modeling"

cloud-infrastructure-statistics

Calculate and Generate cloud infrastructure statistics

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

company-people-graph

Sort and Display a graph of city, company and people based on txt files

computer_configurations

Basic computer configurations i.e oh-my-zsh, intellij idea

counterfactual_survival_analysis

ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"

data-science

Data Science Projects

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deap_classification

Classify EEG Signals

demo_app

Build first rails app tutorial Part 2.

devops

Introduction to devops exercise. Monitor and deploy application website and database to production.

dialogwae

Source Code for DialogWAE: Multimodal Response Generation with Conditional Wasserstein Autoencoder (https://arxiv.org/abs/1805.12352)

django-rest-framework-tutorial

http://www.django-rest-framework.org/tutorial

django-tutorial

Django tutorial: https://www.youtube.com/watch?v=FNQxxpM1yOs&list=PLQVvvaa0QuDeA05ZouE4OzDYLHY-XH-Nd

dqn

Implementation of standard DQN

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

eval_gen

Evaluation code with models for the paper "On the Quantitative Analysis of Decoder-Based Generative Models"

fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

first_app

Build first rails app tutorial Part 1.

glove

GloVe model for distributed word representation

gre-track-words-app

Add, edit and search for GRE words