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Welcome and hello 👋

I'm a sysadmin, developer and manager, who used to be a business owner in the before times. I co-founded tummy.com, a Linux Sysadmin consulting company and dedicated managed hosting company, and ran it for 26 years. I had the privilege of working with an exceptional team, and great customers and vendors.

I'm currently working on machine learning, with a special focus on time series and sequential data, with applications to computer operations.

My learning is around PyTorch, CUDA, and all varieties of machine learning. I read more than one paper just about every day.

I'm looking to consult in the area of Linux operations, including optimizing developer pipelines.

I'm looking for help with gathering sample data for use in training models on log files from containers, virtual machines and bare metal.

Looking to help with mentoring around git, devops, github actions, system architecture...

You can reach me by opening an issue on this repository.

Colorado, US.

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evelynmitchell's Projects

quivr icon quivr

Dump all your files and thoughts into your GenerativeAI Second Brain and chat with it

r-perso icon r-perso

Personal R package with convenience and utility functions

r-slopegraph icon r-slopegraph

Create Edward Tufte style slopegraphs with R and ggplot2

r2d2 icon r2d2

An Implementation of Recurrent Experience Replay in Distributed Reinforcement Learning (Kapturowski et al. 2019) in PyTorch

randomness_beacon icon randomness_beacon

A python module for using the NIST randomness beacon, generating 512-bits of randomness every 60 seconds

ranger21 icon ranger21

Ranger deep learning optimizer rewrite to use newest components

ranking icon ranking

Functions for various methods to rank assets

raptor_setup icon raptor_setup

A holistic documentation to set up the RAPTOR system. This repository provides a broad overview over the system components and the software running on them.

rasp icon rasp

Implementing RASP transformer programming language https://arxiv.org/pdf/2106.06981.pdf.

ravens icon ravens

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

rdf-validate-shacl icon rdf-validate-shacl

Validate RDF data purely in JavaScript. An implementation of the W3C SHACL specification on top of the RDFJS stack.

react icon react

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

redpajama-data icon redpajama-data

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

redream icon redream

Realtime Diffusion, using Automatic1111 Stable Diffusion API

refinery icon refinery

The open-source data-centric IDE for NLP. Combining programmatic labeling, extensive data management and neural search capabilities.

reflexion icon reflexion

Reflexion: an autonomous agent with dynamic memory and self-reflection

reflexion-1 icon reflexion-1

Reflexion: Language Agents with Verbal Reinforcement Learning

remember icon remember

An interactive comic on Spaced Repetition

replitlm icon replitlm

Inference code and configs for the ReplitLM model family

rerun icon rerun

Log images, point clouds, etc, and visualize them effortlessly. Built in Rust using egui

reso icon reso

Reso: A visual circuits programming language using pixels.

rfinance17 icon rfinance17

Presentation and notebook for the lightning talk A Quick Intro to Hidden Markov Models Applied to Stock Volatility presented in R/Finance 2017.

rl-baselines3-zoo icon rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rpackages icon rpackages

R package development - the Leek group way!

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