Cryptanalysis of Physically Unclonable Functions

Ensemble price forecasting with volatility prediction (XGBoost on cached features). Multiple simulated paths per request; CRPS scoring for calibration and sharpness. Synthetic price data for options and portfolio analytics. Python, XGBoost, NumPy, Pandas, properscoring, Pyth API, PostgreSQL, Pydantic, Docker.

Official pytorch implementation codes for NeurIPS-2023 accepted paper "Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation"

Model stacking for predictive ensembles

Official implementation of 'Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation' (DistVAE) with pytorch (NeurIPS 2023 accepted paper).

DINOv3 as a Frozen Encoder for CRPS-Oriented Probabilistic Rainfall Nowcasting (Neurips W4C Competition)

PyTorch-based implementations of the Continuously-Ranked Probability Score (CRPS) as well as its locally scale-invariant version (SCRPS)

Implementation of"Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines" (@ AISTATS 2022)

Quantified pub quiz

https://mp.weixin.qq.com/s/mIQYwVnpvDrxqI8Jfpxviw

Repository for CRPS 2 project. Here you will find the files and firmware for multiple exoskeletons for assisting the hand of a patient