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2016-dataviscourse-homework

Homework material for 2016 Data visualization course.

action-recognition-visual-attention

Action recognition using soft attention based deep recurrent neural networks

aerosolve

A machine learning package built for humans.

ai_notes

machine learning/artificial intelligence notes

algovis

collection of projects and links about algorithm visualization

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

autograd

Efficiently computes derivatives of numpy code.

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

awsgpu_deeplearning

Code to setup AWS GPU instance to run Daniel Nouri's Facial Keypoints competition

banditsbook

Code for book on Multi-Armed Bandit Algorithms

bayesopt

BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.

bigdata

Big Data Projects

bigdata-2016w

CS 489/698 Big Data Infrastructure (Winter 2016) at the University of Waterloo

bosen

Petuum's Bosen project

brushfire

Distributed decision tree ensemble learning in Scala

capstone

Capstone project for Galvanize Data Science Immersive

ceres-solver

A nonlinear least-squares minimizer

clothes_parsing

Code for the paper 'A High Performance CRF Model for Clothes Parsing'.

computo

Random stuff in Computational Theory

conjecture

Scalable Machine Learning in Scalding

crepe

Character-level Convolutional Networks for Text Classification

cs181-lectures

cs181-s17-homeworks

cs224d

CS224d : Deep Learning for NLP - Notes & Homework

cs224n-winter17-notes

Course notes for CS224N Winter17

cs571

Natural Language Processing.

data-algorithms-book

MapReduce and Spark Source Code and Scripts for Data Algorithms Book

data-science-ipython-notebooks

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

datasciencechallenge

Cloudera Data science summer challenge 2014

datashader

Bin based rendering toolchain