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Zhen Lin's Projects

aaai22_extension icon aaai22_extension

Code that generalizes the coordinate descent in AAAI paper ID 4943 (SCRIB).

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

contextsl icon contextsl

Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation

favmac icon favmac

Code for the ICML 2023 paper "Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control"

lvd icon lvd

Locally Valid and Discriminative Prediction Intervals for Deep Learning Models

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

quantiletree icon quantiletree

QuantileTree data structure as described in the ICML 2023 paper "Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control"

scrib icon scrib

AAAI 2022 paper "SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models"

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