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Calvin McCarter's Projects

bfa icon bfa

Code and data for the paper "Bounding the fairness and accuracy of classifiers from population statistics", by Sivan Sabato and Elad Yom-Tov, published at ICML 2020

bolt icon bolt

10-100x faster matrix and vector operations.

cocoa icon cocoa

communication-efficient distributed coordinate ascent

combat.py icon combat.py

python / numpy / pandas / patsy version of ComBat for removing batch effects.

deit icon deit

Official DeiT repository

forestdiffusion icon forestdiffusion

Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models

idw-attention icon idw-attention

Inverse distance-weighted attention learns prototypes in a single-hidden-layer network trained with vanilla cross-entropy loss.

jointmds icon jointmds

Official implementation of Joint Multidimensional Scaling

just-large-models icon just-large-models

Just large language models. Hackable, with as little abstraction as possible. Done for my own purposes, feel free to rip.

kditransform icon kditransform

Kernel density integral transformation: feature preprocessing and univariate clustering

mega-cggm icon mega-cggm

Fast and scalable methods for estimating sparse conditional Gaussian graphical models

mixers icon mixers

MLP-Mixer and ConvMixer with SAM

mlp-mixer icon mlp-mixer

PyTorch implementation of MLP-Mixer architecture.

nanopq icon nanopq

Pure python implementation of product quantization for nearest neighbor search

networkx icon networkx

Official NetworkX source code repository.

otalign icon otalign

Gromov-Wasserstein Alignment of Embeddings

polyexpkde icon polyexpkde

Fast univariate kernel density estimation with the polynomial-exponential kernel

pycombat icon pycombat

pyComBat is a Python 3 implementation of ComBat, one of the most widely used tool for correcting technical biases, called batch effects, in microarray expression data.

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