Name: Sayak Khatua
Type: User
Company: School of Public Policy, Oregon State University
Bio: Research Transparency, Replication, Push Button Replication, Open Science
Location: Corvallis, USA
Blog: sayakkhatua.github.io
Sayak Khatua's Projects
Repository for code and notebooks for the a NetworkX Tutorial
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
An open-source project for creating online courses, built by P2PU
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
The HTML Presentation Framework
Cheat Sheets
code for Data Science From Scratch book
An index of tools, guides, and analyses created by the data science team
code for DataCamp classes
Data Science Course in a Box
Deep Learning Specialization by Andrew Ng on Coursera.
Materials for Spring 2018 'Economics Development II' PhD seminar at CUNY The Graduate Center
Dime Analytics R Training
Beautiful Word and LaTeX dissertation templates.
Articles/ Journals and Videos related to Economics:chart_with_upwards_trend: and Data Science :bar_chart:
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 lecture notes with examples using the Julia language
Set of 📝 with 🔗 to help those who are Data Science beginners 🤖
Gama Cloud - Online modeling and simulation platform
Gemini is a modern LaTex beamerposter theme 🖼
Gephi - The Open Graph Viz Platform
The Hitchhiker's Guide to Data Science for Social Good
To map publicly available datasets related to General Assembly (Lok Sabha) elections in India.
Jupyter metapackage for installation, docs and chat
A collection of knitr examples
The LaTeX beamerposter package
A concise set of Latex templates that serves a small set of needs - CV, Essays, Articles and Problem Sets
A unified toolkit for Deep Learning Based Document Image Analysis
Lecture notes for EC 607
Lecture material for Big Data in Economics (EC 410/510)