Lists (3)
Stars
valeman / cp-op
Forked from zivmi/cp-opReplication of "Conformal prediction of option prices", 2024, Joao A. Bastos (https://doi.org/10.1016/j.eswa.2023.123087) with some extensions.
Oversampling for regression data
Time series analysis for Rust, with bindings to Python and Javascript
Lightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal prediction.
valeman / pearsonify
Forked from xRiskLab/pearsonifyLightweight Python package for generating classification intervals in binary classification tasks using Pearson residuals and conformal prediction.
This is the source code for the paper "Wasserstein-Regularized Conformal Prediction under General Distribution Shift"
This package implements the conformal prediction LPCI algorithm for panel data in a regression setting.
Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.
Kalman Filter, Smoother, and EM Algorithm for Python
Time-Series Anomaly Detection Comprehensive Benchmark
Companion code for the paper Learning Robot Safety from Sparse Human Feedback using Conformal Prediction.
Estudo sobre previsão conforme utilizando método OOB para calibração de modelos.
Khiops is an AutoML suite for supervised and unsupervised learning
DeepSeek Coder: Let the Code Write Itself
Paper "Real-time Explanation and Improvement for Energy Time Series Forecasting Based on Boosting Algorithm"
Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.
WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)
Materials for the course Principles of AI: LLMs at UPenn (Stat 9911, Spring 2025). LLM architectures, training paradigms (pre- and post-training, alignment), test-time computation, reasoning, safet…
Privileged Conformal Prediction - Robust Conformal Prediction Using Privileged Information
Accepted at 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology
Code and Example for PCP-VCR: Optimizing Probabilistic Conformal Prediction with Vectorized Non-Conformity Scores
Implementing basic Conformal Prediction methods using SAS Viya