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3d-cnn-emotion-recognition

Volumetric CNN for Emotion Recognition for iPhone face dataset

agegenderdeeplearning

alexnet-experiments-keras

Code examples for training AlexNet using Keras and Theano

assignment-new

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

course-project-shiny-application-and-reproducible-pitch

This Shiny App is used for visualizing and predicting temperature change of different latitude bands. The [data set](http://data.giss.nasa.gov/gistemp/) deals with world temperatures and comes from NASA. The Shiny Apps can be found here: https://ying.shinyapps.io/Temp.

course-python

courses

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

datasciencecoursera

This is a repo for the course, data science.

datasharing

The Leek group guide to data sharing

deep-visualization-toolbox

DeepVis Toolbox

deepdiagnosis

A torch package for learning diagnosis models from temporal patient data.

ecg

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

ecg-arrhythmia-classification

ECG arrhythmia classification using a 2-D convolutional neural network

ecg-heartbeat-classification

Human heart arrhythmia classification based on the MIT-BIH ECG data set with random Fourier feature GLM and kernel parameter estimation.

ecg_heartbeat_classification

emotion

A pipeline to collect data and fine-tune computer vision models to detect emotions in human faces

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

face_and_emotion_detection

fer2013

Facial Emotion Recognition on FER2013 Dataset Using a Convolutional Neural Network

finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.12

fold

Deep learning with dynamic computation graphs in TensorFlow

getting-and-clearing-data-project-2

This is Project 2 in courses Getting and Cleaning Data

jhu-01-data-scientist-toolbox

Data Scientist Toolbox 笔记

lstm-char-cnn

LSTM language model with CNN over characters

lstm-matlab

LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.

matimage

Image Processing library for Matlab

ml-class

ml-class assignments in python

practical-machine-learning-project

The goal of this project is to predict the manner in which people did the exercise.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera