Kyle Kastner (kastnerkyle)

kastnerkyle

Geek Repo

Company:Mila

Location:Montreal, CA

Home Page:http://kastnerkyle.github.io

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Organizations
scikit-learn

Kyle Kastner's repositories

makeMoE

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

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conditional-conformal

A package for conformal prediction with conditional guarantees.

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consistency_models

Official repo for consistency models.

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heinsen_sequence

Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)

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HoroRF

Repository for "Hyperbolic Random Forests" (TMLR)

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jam

Implementation of Action Matching

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kmeans_pytorch

kmeans using PyTorch

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llama2.c

Inference Llama 2 in one file of pure C

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mamba-minimal

Simple, minimal implementation of Mamba in one file of PyTorch.

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mamba2-minimal

Minimal Mamba-2 implementation in PyTorch

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meta-prompt

A re-implementation of Meta-Prompt in LangChain for building self-improving agents.

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metropolis-adjusted-MLA

Code for the experiments in the paper (https://arxiv.org/abs/2312.08823)

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nnue-pytorch

Stockfish NNUE (Chess evaluation) trainer in Pytorch

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PytorchBridge

Designing bridge trusses with Pytorch autograd

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sda

Official implementation of Score-based Data Assimilation

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simpleaichat

Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

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sparse-vqvae

Experimental implementation for a sparse-dictionary based version of the VQ-VAE2 paper

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SPCI-code

Official implementation of the ICML 2023 work "Sequential Predictive Conformal Inference"

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trex

Intelligently transform unstructured to structured data

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yarn

YaRN: Efficient Context Window Extension of Large Language Models

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zuko

Normalizing flows in PyTorch

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