Pinned Loading

1. Energy-Based-Models-Playground Energy-Based-Models-Playground Public

   Energy-Based Models with SGLD Sampling is a compact PyTorch playground for learning 2D densities via contrastive divergence and persistent SGLD chains. It ships with a Rich/ Typer CLI, Pydantic con…

   Jupyter Notebook

2. Diffusion-Schrodinger-Bridge-DSB-for-2D-Generative-Modeling Diffusion-Schrodinger-Bridge-DSB-for-2D-Generative-Modeling Public

   PyTorch implementation of Diffusion Schrödinger Bridge (DSB) for generative modeling of 2D shapes (arcs, circles, spiral). Based on De Bortoli et al. (2023).

   Jupyter Notebook

3. birds_on_wire_model birds_on_wire_model Public

   In this project, we will model and study the behavior of N birds sitting on a line on a telephone wire. In the model, each bird will try to adjust to find a comfortable standing position. The inspi…

   Jupyter Notebook

4. ICA_independent_component_analysis ICA_independent_component_analysis Public

   Applies ICA (JADE) & PCA to French stock returns (2001-10) following Back et al. (1997). Includes data imputation, stationarity/non-Gaussianity checks, and CAC40 index reconstruction comparison. Us…

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5. z-hedge-_futures_cacao z-hedge-_futures_cacao Public

   Reproducible research pipeline for a market-neutral cocoa futures spread between ICE US (CC) and ICE Europe (C) contracts. It ingests ICE price sheets and NASA POWER rainfall data, handles FX conve…

   Jupyter Notebook

6. ARIMA-Modelling-of-the-French-Industrial-Production-Index-IPI- ARIMA-Modelling-of-the-French-Industrial-Production-Index-IPI- Public

   ARIMA(1,1,1) modeling & forecasting of French Food Industry IPI (INSEE, 1990-2024) in R. Covers stationarity, model selection (AIC/BIC), validation & prediction.

   R