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afe2020

Advanced Financial Econometrics - Trinity Term 2020

applied_metrics

A PhD course in Applied Econometrics and Panel Data

awesome-causal-inference

A curated list of causal inference libraries, resources, and applications.

awesome-economics

A curated collection of links for economists

backtrader

Python Backtesting library for trading strategies

blankly

🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.

bondvaluation

A notebook that details several useful functions for (corporate) bond valuation.

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

computational-macroeconomics

A graduate course on Computational Macroeconomics

computational-methods-in-macro

PhD level course on advanved macro models dealing with agent heterogeneity.

course-unstructured-data-23

Materials for the 2023 Unstructured Data in Empirical Economics course at CEMFI

deep_learning_course

Notebooks pour le cours Deep Learning de zéro à la certification Tensorflow

dsge_mod

A collection of Dynare models

empyrical

Common financial risk and performance metrics. Used by zipline and pyfolio.

financial-economics.

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

financial-models-numerical-methods

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

financial-python-tutorials

Jupyter notebook tutorials from QuantConnect website for Python, Finance and LEAN.

gs-quant

Python toolkit for quantitative finance

householdbehaviorcourse

This is the course repository for "Household Behavior over the Life Cycle"

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

is4e

Online textbook "Introductory statistics for economics"

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

machine-learning-for-economic-analysis

Material for the exercise sessions of master course Machine Learning for Economic Analysis @UZH

macro-finance-forecasting-toolbox

Code library for financial and macroeconomic forecasting in MATLAB, Python, and R.

macroeconometrics

Course on Macroeconometrics (graduate level)

marketdashboard

A composite TSM plot of the most relevant government bonds, equity indexes, and commodity futures.

ml-finance_group

nns

Nonlinear Nonparametric Statistics

numpy-100

100 numpy exercises (with solutions)