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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2014_data

Data directory for the CS109 Data Science course

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

air_odyssey

The capstone project aims to provide passengers more information about their flight status by predicting (1) whether their flight would be canceled and the associated probability, (2) if not canceled, how long the flight would be delayed.

autodeploy

AutoDeploy is a single configuration deployment library

autotrain

basenji

Sequential regulatory activity predictions with deep convolutional neural networks.

basset

Convolutional neural network analysis for predicting DNA sequence activity.

beard

Bibliographic Entity Automatic Recognition and Disambiguation

big-data-workbooks

binder-framework

A sample repo on deploying to Binder

blog_espn_cfb_scraper

Data, code, and scripts for the analysis in the Mode blog.

book

Codelabs

ckan

CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers datahub.io, catalog.data.gov and data.gov.uk among many other sites.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

creativecodinginpython

Creative Coding In Python

d-gex

Deep learning for gene expression inference

danq

A hybrid convolutional and recurrent neural network for predicting the function of DNA sequences

dat3

General Assembly's Data Science course in Washington, DC

data-for-r-examples

data-science-at-scale

A Pythonic introduction to methods for scaling your data science and machine learning work to larger datasets and larger models, using the tools and APIs you know and love from the PyData stack (such as numpy, pandas, and scikit-learn).

datascience-getting-and-cleaning-data

Getting and Cleaning Data in Data Science Specialization on Coursera from Johns Hopkins University

datascience-rprogramming

Repository for Programming Assignment 2 and 3 for R Programming on Coursera

datascienceatscale_uw

Assignments in Data Science at Scale from University of Washington

datasharing

The Leek group guide to data sharing

deep_fakes_tutorial

ODSC Workshop: The Secret Ingredients to Train DeepFakes

deepfryer

DeepFryer - Deep Learning Framework for Your Expression RNA-seq data

deeplearning-biology

A list of deep learning implementations in biology

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.