Kyle Kastner's repositories
conditional-conformal
A package for conformal prediction with conditional guarantees.
heinsen_sequence
Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)
HoroRF
Repository for "Hyperbolic Random Forests" (TMLR)
jam
Implementation of Action Matching
kmeans_pytorch
kmeans using PyTorch
llama2.c
Inference Llama 2 in one file of pure C
mamba-minimal
Simple, minimal implementation of Mamba in one file of PyTorch.
mamba2-minimal
Minimal Mamba-2 implementation in PyTorch
meta-prompt
A re-implementation of Meta-Prompt in LangChain for building self-improving agents.
metropolis-adjusted-MLA
Code for the experiments in the paper (https://arxiv.org/abs/2312.08823)
nnue-pytorch
Stockfish NNUE (Chess evaluation) trainer in Pytorch
PytorchBridge
Designing bridge trusses with Pytorch autograd
Score-Entropy-Discrete-Diffusion
[ICML 2024 Oral] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)
sda
Official implementation of Score-based Data Assimilation
simpleaichat
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
sparse-vqvae
Experimental implementation for a sparse-dictionary based version of the VQ-VAE2 paper
SPCI-code
Official implementation of the ICML 2023 work "Sequential Predictive Conformal Inference"
trex
Intelligently transform unstructured to structured data
yarn
YaRN: Efficient Context Window Extension of Large Language Models
zuko
Normalizing flows in PyTorch