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Name: Data Science

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Data Science's Projects

a_little_book_of_python_for_multivariate_analysis

A Little Book of Python for Multivariate Analysis

aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

algorithms_in_ipython_notebooks

A repository with IPython notebooks of algorithms implemented in Python.

anomaly-detection

A simple demonstration of sub-sequence sampling as used for anomaly detection with EKG signals

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning

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

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

awesome-rnn

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

awsgpu_deeplearning

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

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

bigdatarstrata2017

All material for "Modeling big data with R, sparklyr, and Apache Spark" Strata Hadoop 2017.

blogdown

Create Blogs and Websites with R Markdown

bookdown

Authoring Books and Technical Documents with R Markdown

bookdown-demo

A minimal book example using bookdown

caffe-fast-rcnn

Caffe fork that supports Fast R-CNN

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now Val_acc>99.5%.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

captcha

A captcha library that generates audio and image CAPTCHAs.

captcha-1

Breaking captchas using torch

captcha_break

验证码识别

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

char-rnn

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

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cnn-benchmarks

Benchmarks for popular CNN models

columbiax-statistical-thinking-for-data-science

This repo contains some R learning activities we created for the course I for the ColumbiaX series on Data Science and Analytics on edX.

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