kormilitzin

K-Nearest-Neighbors-with-Dynamic-Time-Warping

Python implementation of KNN and DTW classification algorithm

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

beautiful-jekyll

Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

convolutional_seq2seq

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer

Cost-sensitive-Boosting-Tutorial

Tutorial on cost-sensitive boosting and calibrated AdaMEC.

coursera-Applied-Data-Science-with-Python

Repo for coursera specialization Applied Data Science with Python by University of Michigan

courses-tidy-data-in-python

Deep-Learning-examples-using-Tensorflow

This repository contains Deep Learning examples using Tensorflow. This repository will be useful for Deep Learning starters who find difficulty in understanding the example codes.

deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

DeepLearningBook

MIT Deep Learning Book in PDF format

DLTK

Deep Learning Toolkit for Medical Image Analysis

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

gae

Implementation of Graph Auto-Encoders in TensorFlow

generative-adversarial-networks

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

GRAM-CNN

healthcareai-py

Python tools for healthcare machine learning

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

javaplex

Persistent Homology and Topological Data Analysis Library

LSTM-Human-Activity-Recognition

Human activity recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING) - Guillaume Chevalier

mimic-workshop

Introduction to MIMIC-III, the Critical Care Database

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

seq2seq

Sequence to Sequence Learning with Keras

Statsmodels-MixedLM

Teaching materials for Python MixedLM (mixed linear models)

TCN-PainEstimation

keras implementation of temporal convolutional networks for pain intensity estimation

TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

tensorflow-rnn-shakespeare

Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.

tensorflow-workshop

Slides and code from our TensorFlow workshop.

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

tensorflowbook