Pinned Repositories
deform-conv
Deformable Convolution in TensorFlow / Keras
hmm_tts_build
a direct repository for building and using a "simple" tts
kaggle-dogs-vs-cats
Code for Kaggle Dovs vs. Cats competition http://www.kaggle.com/c/dogs-vs-cats
kkpthlib
pytorch lib
pachet_experiments
PyCon2015
Material for talk "Machine Learning 101" https://speakerdeck.com/kastnerkyle/pycon2015 https://us.pycon.org/2015/schedule/presentation/367/
raw_voice_cleanup
Examples of cleaning up raw voices
representation_mixing
Demos, pretrained models, and (WIP) code supporting Representation Mixing
tools
Various tools for graphs, audio, images
kastnerkyle's Repositories
kastnerkyle/makeMoE
From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
kastnerkyle/conditional-conformal
A package for conformal prediction with conditional guarantees.
kastnerkyle/CP_HMM
kastnerkyle/Ctrl-G
kastnerkyle/DFlowCode
kastnerkyle/dirichlet-flow-matching
kastnerkyle/FineMerge
kastnerkyle/flow-matching
kastnerkyle/heinsen_sequence
Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)
kastnerkyle/HoroRF
Repository for "Hyperbolic Random Forests" (TMLR)
kastnerkyle/jam
Implementation of Action Matching
kastnerkyle/language_modeling_is_compression
kastnerkyle/llama2.c
Inference Llama 2 in one file of pure C
kastnerkyle/mamba-minimal
Simple, minimal implementation of Mamba in one file of PyTorch.
kastnerkyle/mamba2-minimal
Minimal Mamba-2 implementation in PyTorch
kastnerkyle/metropolis-adjusted-MLA
Code for the experiments in the paper (https://arxiv.org/abs/2312.08823)
kastnerkyle/nnue-pytorch
Stockfish NNUE (Chess evaluation) trainer in Pytorch
kastnerkyle/PytorchBridge
Designing bridge trusses with Pytorch autograd
kastnerkyle/Score-Entropy-Discrete-Diffusion
[ICML 2024 Oral] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)
kastnerkyle/sda
Official implementation of Score-based Data Assimilation
kastnerkyle/simpleaichat
Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
kastnerkyle/SOAP
kastnerkyle/sparse-vqvae
Experimental implementation for a sparse-dictionary based version of the VQ-VAE2 paper
kastnerkyle/SPCI-code
Official implementation of the ICML 2023 work "Sequential Predictive Conformal Inference"
kastnerkyle/split-conformal-nonexchangeable
kastnerkyle/streaming-drl
Deep reinforcement learning without experience replay, target networks, or batch updates.
kastnerkyle/trex
Intelligently transform unstructured to structured data
kastnerkyle/VQGAN-LC
kastnerkyle/yarn
YaRN: Efficient Context Window Extension of Large Language Models
kastnerkyle/zuko
Normalizing flows in PyTorch