predictive-inference

Here are 5 public repositories matching this topic...

FonaTech / Project_Chronos

⚡ Zero-Stall MoE Inference via Lookahead Prediction & Async DMA Prefetching. Optimized for SSD I/O with Hybrid MLA+Sliding Window Attention.

open-source artificial-intelligence lora high-throughput open-models mixture-of-experts llm generative-ai large-language-model streaming-llm predictive-inference sliding-window-attention io-latency-hiding async-dma ssd-offloading lookahead-routing mla-attention dual-layer-moe

Updated Apr 26, 2026
Python

AlaaLab / conformal-metalearners

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[ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"

uncertainty-estimation conformal-prediction treatment-effect-estimation causal-effects predictive-inference

Updated Oct 19, 2023
Python

Larsvanderlaan / SelfCalibratingConformal

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An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal prediction to deliver calibrated point predictions alongside prediction intervals with finite-sample validity conditional on these predictions.

calibration uncertainty-quantification conformal-prediction prediction-intervals venn-abers isotonic-calibration predictive-inference

Updated Apr 16, 2026
Jupyter Notebook

burcgokden / PLDR-LLM-Book-Companion

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Scientific code, numerical audits, and selected Lean formalizations for Power Law Graph Attention and PLDR-LLMs, covering mathematical foundations, training dynamics, and predictive inference.