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Mike Hynes's Projects

als-ncg icon als-ncg

NCG acceleration of ALS computing low rank matrix factorizations for Collaborative Filtering

bin icon bin

Common shell/octave scripts.

block icon block

Distributed Block Matrix library for use with Spark. This is mostly an academic project, through which I've learned Scala and the Spark API.

boots icon boots

Stochastic Keras optimizers using bootstrap-sampled loss/gradient estimates

cg icon cg

An implementation of the Conjugate Gradient algorithm in Spark for distributed block matrices.

django-guest-user icon django-guest-user

A Django app that allows visitors to interact with your site as a guest user without requiring registration.

kormos icon kormos

An interface to scipy.optimize.minimize for training Keras models with solvers like L-BFGS

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama-adapter icon llama-adapter

Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

proxlog icon proxlog

DIY web traffic monitoring like you're at work, at home

sbin icon sbin

Shell scripts for working with Apache Spark and the ganglia monitoring system.

seeder icon seeder

Simple scraper and metadata manager for tennisexplorer.com

skelo icon skelo

An implementation of the Elo rating system with a sklearn interface.

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