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Sayak Khatua's Projects

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

d3 icon d3

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

dev-ii icon dev-ii

Materials for Spring 2018 'Economics Development II' PhD seminar at CUNY The Graduate Center

dissertate icon dissertate

Beautiful Word and LaTeX dissertation templates.

econ-data-science icon econ-data-science

Articles/ Journals and Videos related to Economics:chart_with_upwards_trend: and Data Science :bar_chart:

econml icon econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

econometrics icon econometrics

Econometrics lecture notes with examples using the Julia language

gama.cloud icon gama.cloud

Gama Cloud - Online modeling and simulation platform

gemini icon gemini

Gemini is a modern LaTex beamerposter theme 🖼

gephi icon gephi

Gephi - The Open Graph Viz Platform

india-election-data icon india-election-data

To map publicly available datasets related to General Assembly (Lok Sabha) elections in India.

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

latex-templates icon latex-templates

A concise set of Latex templates that serves a small set of needs - CV, Essays, Articles and Problem Sets

layout-parser icon layout-parser

A unified toolkit for Deep Learning Based Document Image Analysis

lectures-1 icon lectures-1

Lecture material for Big Data in Economics (EC 410/510)

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