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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

favmac icon favmac

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

gemma icon gemma

Open weights LLM from Google DeepMind.

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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