dsbib Goto Github PK
Name: Data Science
Type: Organization
Data Science's Projects
r_snippets
R Scripts for general data analysis and plotting
rwml-r
R code to accompany Henrik Brink, Joseph W. Richards, and Mark Fetherolf's book "Real-World Machine Learning"
scrapy-cluster
This Scrapy project uses Redis and Kafka to create a distributed on demand scraping cluster.
skip-thoughts
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
sklearn_tutorial
Materials for my scikit-learn tutorial
solutions
Solutions for projects.
sonnet
TensorFlow-based neural network library
sparklyr
R interface for Apache Spark
stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
statistics-for-data-scientists
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
styleguide
Style guides for Google-originated open-source projects
swirl_courses
:mortar_board: A collection of interactive courses for the swirl R package.
t-digest
A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
tensorflow
TensorFlow for R
tensorflow-examples
TensorFlow Tutorial and Examples for beginners
tensorflow-livelessons
"Deep Learning with TensorFlow" LiveLessons
tensorflow-mnist-tutorial
Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.
tensorflow-tutorials-for-time-series
TensorFlow Tutorial for Time Series Prediction
the_data_science_handbook
Source code for The Data Science Handbook
tidy-text-mining
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
tidytext
Text mining using dplyr, ggplot2, and other tidy tools :sparkles::page_facing_up::sparkles::page_facing_up::sparkles:
tidyverse
Easily install and load packages from the tidyverse
torch-rnn
Efficient, reusable RNNs and LSTMs for torch
tutorial_theano
Common Code Workflow tutorial on Theano
ubc-mds.github.io
Unofficial MDS website
ucr_time_series_classification_deep_learning_baseline
Fully Convlutional Neural Networks for state-of-the-art time series classification
udemy---machine-learning
Notebooks for Course
udemy-notes
My udemy notebooks
urban-data-science
Course materials, Jupyter notebooks, tutorials, guides, and demos for a Python-based urban data science course.
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