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adasyn

Adaptive Synthetic Sampling Approach for Imbalanced Learning

aind-isolation

aind-nlp

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

aind-nlp-bookworm

A simple question-answering system built using IBM Watson's NLP services.

aind-planning

aind-recognizer

aind-sudoku

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

aind2-dl

aind2-nlp-capstone

aind2-rnn

Project materials for RNN segment of AIND nanodegree

androiddevicenames

A small Android library to get the market name of an Android device.

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

datasciencecoursera

Learning repo for Coursera's Data Science course

datasharing

The Leek group guide to data sharing

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

dog-project

glrm

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

machine-learning

Content for Udacity's Machine Learning curriculum

mixpanel-query-py

The Python interface to fetch data from Mixpanel.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pysc2

StarCraft II Learning Environment

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tensorflow

Computation using data flow graphs for scalable machine learning

theseus_growth

Theseus is a Python library for cohort analysis

ud120-projects

Starter project code for students taking Udacity ud120

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow