yolsever / ML-in-equity-predictionLinks
My codework for my economics undergraduate thesis titled "Empirical Asset Pricing via Deep Learning"
☆50Updated 5 years ago
Alternatives and similar repositories for ML-in-equity-prediction
Users that are interested in ML-in-equity-prediction are comparing it to the libraries listed below
Sorting:
- ☆73Updated 2 years ago
- ☆28Updated 4 years ago
- https://arxiv.org/abs/1805.01104☆117Updated 4 years ago
- Winter 2020 Course description: Econometric and statistical techniques commonly used in quantitative finance. Use of estimation applicat…☆41Updated 4 years ago
- https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3350138☆138Updated 4 years ago
- Implementation of a variety of Value-at-Risk backtests☆42Updated 6 years ago
- PyTorch autoencoder implementation of asset pricing model using monthly returns/metrics☆48Updated 5 years ago
- Python Package: Fitting and Forecasting the yield curve☆38Updated 4 years ago
- Simulate and estimate volatility by GARCH with/without leverage, riskmetriks. Compute Value-at-Risk and Test on VaR Violation☆23Updated 7 years ago
- ARMA-GARCH Mixture Copula Mean-CVaR portfolio optimization project.☆29Updated 4 years ago
- Covariance Matrix Estimation via Factor Models☆36Updated 6 years ago
- Replicate "Bond Risk Premia" by John H. Cochrane, Monika Piazzesi in Python☆12Updated 2 years ago
- Attribution and optimisation using a multi-factor equity risk model.☆32Updated last year
- Recreation of Diebold and Li: Forecasting the term structure of government bond yields in python.☆26Updated 9 years ago
- A Python implementation of the Longstaff-Schwartz linear regression algorithm for the evaluation of call rights an American options.☆43Updated last year
- Alpha Generation using Data Science and Quantitative Analysis with integrated Risk Model☆48Updated 4 years ago
- Replication of https://ssrn.com/abstract=3984925☆47Updated last year
- Multivariate DCC-GARCH model☆16Updated 7 years ago
- Inspired by Hillebrand & Medeiros (2009) and Corsi (2009), I put neural networks in a High frequency environment, and tested the performa…☆19Updated 5 years ago
- Codes for the paper 'Clustering Approaches for Global Minimum Variance Portfolio'☆22Updated 3 years ago
- Source code for Deep Fundamental Factor Models, https://arxiv.org/abs/1903.07677☆65Updated 3 years ago
- quantitative asset allocation strategy☆32Updated 8 months ago
- A repository for machine learning based investment strategies☆27Updated 5 years ago
- Python code for dynamic facctor model. (Preliminary and in progress)☆22Updated 7 years ago
- Calculate U.S. equity (portfolio) characteristics☆98Updated last year
- Empirical Data and Some Simulation Codes☆105Updated 6 years ago
- Pricing and Simulating in Python Zero Coupon Bonds with Vasicek and Cox Ingersoll Ross short term interest rate modes☆52Updated 5 years ago
- ☆22Updated 3 years ago
- NYU Tandon lecture slides☆32Updated 3 months ago
- ☆74Updated 4 years ago