Toon Tran (toontran)

toontran

Geek Repo

Location:Lewisburg PA

Home Page:https://toontran.github.io/

Twitter:@toon_tran_

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Toon Tran's starred repositories

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equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

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deep-symbolic-optimization

A deep learning framework for symbolic optimization.

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BRIO

ACL 2022: BRIO: Bringing Order to Abstractive Summarization

miniF2F

Formal to Formal Mathematics Benchmark

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Numpy-CNN

A numpy-only implementation of a Convolutional Neural Network, from the ground up.

project-menu

See the issue board for the current status of active and prospective projects!

LDR

The official PyTorch implementation of the paper: Xili Dai, Shengbang Tong, et al. "Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction.".

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pnlp-mixer

Unofficial PyTorch Implementation for pNLP-Mixer: an Efficient all-MLP Architecture for Language (https://arxiv.org/abs/2202.04350)

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grokking

unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"

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functional_programming_in_lean

A book about functional programming in Lean

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mathzoo

Lean mathzoo

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linearized-networks

Source code of "What can linearized neural networks actually say about generalization?

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NTK-SAP

[ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics

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SymbolicPhysicsLearner

Symbolic physics learner: Discovering governing equations via Monte Carlo tree search

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py2latex

Python to LaTeX Pseudocode Converter

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skema

SKEtching MAtrices

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dopt

Optimize models asynchronously over SSH tunnels with Bayesian Optimization

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Bells-Palsy-ML-Research

A Machine Learning Model to Grade the Severity of Bell's Palsy

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