epxjk82

airbnKEY

This capstone project aims to utilize machine learning to predict the earning power of a room rented out on Airbnb.

far-right-analysis

Analysis related to the behavior of extreme far right online communities

airbnb-data-collection

Data collection for Airbnb listings.

avito-demand

Avito Demand Prediction Challenge :department_store:

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cognitive-builder-faire

Python code snippets for using Watson APIs

courses

fast.ai Courses

data-science-machine-learning-ai-big-data-iot-resources

A curated set of resources for data science, machine learning, artificial intelligence (AI), big data, internet of things (IoT), and more. | Resources include notes, links, notebooks, articles, books, cheat sheets, whitepapers, lists, and technical papers.

dataanalysis

Dog-Breed-Classifier

An example of using CNNs and Transfer Learning to classify the breed of a dog

dog-project

AIND Term 2 -- CNN Project

dog_breed_app

etcetera

a coding practice sandbox

fastai

The fast.ai deep learning library, lessons, and tutorials

gmplot

Plotting data on google maps, the easy (stupid) way.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

interview-questions

Example Interview Questions

kaggle-toxic-starter

Extensible starter code for the Kaggle competition:

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

LearningDataSci

machine_learning_examples

A collection of machine learning examples and tutorials.

mt-climb

pydata-seattle-2017

Materials for DataScience.com LTV and Neural Nets Talks at PyData Seattle

PyramidNet

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

spark-install

Installation guide for Apache Spark + Hadoop on Mac/Linux

text_classification

all kinds of text classificaiton models and more with deep learning

toxic

Toxic Comment Classification Challenge

toxic_comments

youtube-8m

Starter code for working with the YouTube-8M dataset.