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