Calvin McCarter's repositories
kditransform
Kernel density integral transformation: feature preprocessing and univariate clustering
calvinmccarter.github.io
Calvin McCarter
ForestDiffusion
Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models
TabPFN
Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.
JointMDS
Official implementation of Joint Multidimensional Scaling
building-better-benchmarks-blog
Code accompanying our blog post on building better benchmarks for ADME optimization
idw-attention
Inverse distance-weighted attention learns prototypes in a single-hidden-layer network trained with vanilla cross-entropy loss.
polyexpkde
Fast univariate kernel density estimation with the polynomial-exponential kernel
just-large-models
Just large language models. Hackable, with as little abstraction as possible. Done for my own purposes, feel free to rip.
pytorch-minimize
Newton and Quasi-Newton optimization with PyTorch
SmallDataBenchmarks
Small Dataset Benchmarks on the Dataset of Datasets UCI++
tinyknn
A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF
condo-adapter
Confounded Domain Adapter
BLISS
Large Scale Search Index
azimuth
General-purpose PKI on Ethereum
deit
Official DeiT repository
mixers
MLP-Mixer and ConvMixer with SAM
nanopq
Pure python implementation of product quantization for nearest neighbor search
Explainable-Deep-Autoencoder
Explainable autoencoder deciphering key pathways underlying cancer expression patterns
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.
maddness-old
Code for ICML2020 submission
otalign
Gromov-Wasserstein Alignment of Embeddings
bolt
10-100x faster matrix and vector operations.
MLP-Mixer
PyTorch implementation of MLP-Mixer architecture.
sklearn-lvq
sklearn compatible implementation of generalized vector quantization algorithms