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ads_teaching

Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

algorithms

awesome-datascience

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

colleenwang.github.io

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.

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

d3-arrow-line-map

d3-canvas-interative

d3-drag-interactive

d3-energy-map

d3-fisheye

d3-waffles

d3.js-visualization

data_to_viz

Leading to the dataviz you need

deep-trading

Algorithmic trading with deep learning experiments

exploratory-data-projects

gganimate

A Grammar of Animated Graphics

giftastic

View GifTastic App Here:

heroku-buildpack-nodejs

The official Heroku buildpack for Node.js apps.

influencemapping.org

Web site for the Influence Mapping Toolbox

lede-algorithms

Algorithms course materials for the Lede program at Columbia Journalism School

machine-learning

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

ocr-text

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

phoneinfoga

Information gathering & OSINT reconnaissance tool for phone numbers

polling-fivethirtyeight

r-shiny-app