gerdm / BONELinks
Repository for the paper "BONE: a unifying framework for Bayesian online learning in non-stationary environments"
☆23Updated 4 months ago
Alternatives and similar repositories for BONE
Users that are interested in BONE are comparing it to the libraries listed below
Sorting:
- ☆22Updated last year
- Implements Path Shadowing Monte Carlo (PSMC).☆87Updated last year
- Python modules and jupyter notebook examples for the paper Arbitrage-free Neural-SDE Market Models.☆57Updated 3 years ago
- Democratizing Index Tracking for Small Investors in Europe: A Meta-Learning Method for Sparse Portfolio Optimization☆83Updated 2 years ago
- ☆30Updated 2 years ago
- Bayesian Estimation and Forecasting of Time Series in statsmodels, for Scipy 2022 conference☆25Updated 3 years ago
- Code for reproducing results from the paper "Unified Long Horizon Time Series Benchmark"☆18Updated 2 months ago
- Nonlinear Nonparametric Statistics☆101Updated last week
- esig python package☆50Updated last year
- Design of High-Order Portfolios via Mean, Variance, Skewness, and Kurtosis☆27Updated 3 years ago
- ☆70Updated 7 months ago
- Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)☆56Updated 6 months ago
- LSTM neural networks for nowcasting economic data.☆71Updated last year
- Data, Benchmarks, and methods submitted to the M6 forecasting competition☆129Updated last year
- Replication codes for Deep Learning Credit Risk Modeling by Manzo, Qiao☆21Updated 3 years ago
- tsbootstrap: generate bootstrapped time series samples in Python☆87Updated 7 months ago
- M6-Forecasting competition☆43Updated 2 years ago
- Loose collection of Jupyter notebooks, mostly for my blog☆28Updated last year
- Implementation of "A deep solver for BSDEs with jumps"☆15Updated last year
- Python library for Random Matrix Theory, cleaning schemes for correlation matrices, and portfolio optimization☆61Updated 3 years ago
- Pipeline for Time Series Generation with Comprehensive Evaluation Metrics☆47Updated last year
- Pytorch implementation of Deep Hedging, Utility Maximization and Portfolio Optimization☆17Updated last year
- Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Mode…☆118Updated 3 years ago
- Prize-winning solution to the M6 Forecasting Competition☆23Updated 3 years ago
- Code to accompany the paper "Fin-GAN: Forecasting and Classifying Financial Time Series via Generative Adversarial Networks"☆135Updated last year
- Modeling of intraday volatility and volume in financial markets☆17Updated 2 years ago
- Robust pricing and hedging via Neural SDEs☆38Updated 4 years ago
- ☆25Updated 2 months ago
- Winner-takes-all for Multivariate Probabilistic Time Series Forecasting☆56Updated 5 months ago
- SdePy: Numerical Integration of Ito Stochastic Differential Equations☆44Updated 4 years ago