57 Open source projects that are alternatives of or similar to Econ5121A

Lecture notes, projects, and more resources on the courses I attended for my Bachelor's and Master's degrees in Computer Science

Experimental tools (R) for Big Data econometrics nowcasting and early estimates

R package that provides estimation methods for Gravity Models

Bacon-Goodman decomposition for differences-in-differences with variation in treatment timing.

Algorithmic game theory, recursive macroeconomics, machine learning for econometrics

Python package for the simulation and estimation of generalized Roy model

Spare material for Computational Intelligence 01URROV @ Politecnico di Torino

Fixedeffectmodel: panel data modeling in Python

Economics and Pricing in R

Unassorted scribbles on formal methods, type theory, category theory, and so on, and so on

Notizen zur TheoLog-Vorlesung mit Begriffen aus Formale Systeme. Hinweis: die Unterlagen sind für die VL in 2017 und können Fehler enthalten

course on data science for economists

Notes and cheatsheets from NUS modules taken as part of the Computer Science curriculum.

A Python package for causal inference using Synthetic Controls

This project defines a skeleton repo for creating lecture slides and handouts including lecture notes out of Pandoc Markdown (http://pandoc.org/MANUAL.html) using a single source approach.

This Python function dm_test implements the Diebold-Mariano Test (1995) to statistically test forecast accuracy equivalence for 2 sets of predictions with modification suggested by Harvey et. al (1997).

nlp lecture-notes and source code

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Lectures and computer labs storage for IW5 course at FIT VUT.

Machine learning based causal inference/uplift in Python

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

Lecture content for Intro to Data Science 2018

Econometrics and data manipulation functions.

android lecture notes

A Julia interface for retrieving data from the Bureau of Economic Analysis (BEA).

R Companion to the textbook "Econometrics" by Fumio Hayashi

ARMA-GARCH

Commented templates for CVs, homework, lecture notes, presentations, research papers, and essays, with commands for math/statistics symbols

R interface for Fixed Effect Models

📖 [译] fast.ai 数值线性代数讲义 v2

Lecture slides and homework assignments for MA5233 Computational Mathematics at the National University of Singapore.

Microeconometric estimation in Julia

Statsmodels: statistical modeling and econometrics in Python

Collection of notebooks about quantitative finance, with interactive python code.

Nonlinear Nonparametric Statistics

A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.

This repository hosts my reading notes for academic papers.

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define m…

No description or website provided.

Undergraduate textbook for Econometrics with R

Sequential Monte Carlo algorithm for approximation of posterior distributions.

A Julia package for estimating ARMA-GARCH models.

Econ5170@CUHK: Computational Methods in Economics (2020 Spring).

DoubleML - Double Machine Learning in R

Articles/ Journals and Videos related to Economics📈 and Data Science 📊

DoubleML - Double Machine Learning in Python

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

A curated list of awesome mathematics resources

Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.

📜 Collection of the most awesome Math learning resources in the form of notes, videos and cheatsheets.

Euclidean plane and its relatives; a minimalist introduction.

Material for the advanced bash scripting course at Heidelberg University

Summaries / Cheat Sheets created at ETH Zurich BsC Computer Science & MsC Data Science

This repo has been archived. The latest version of the GIS and Spatial Analysis online book is at https://github.com/mgimond/Spatial

📔 DHBW Lecture Notes "Applied ML Fundamentals" 🤖

📖 NYU 金融机器学习 中文笔记

A LaTeX document class for lecture notes (for a seminar, for an entire course with several lectures, or for brief talks) that looks great and works even with basic pdflatex.