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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

01 icon 01

The open-source language model computer

act icon act

Run your GitHub Actions locally 🚀

act-plus-plus icon act-plus-plus

Imitation Learning algorithms with Co-traing for Mobile ALOHA: ACT, Diffusion Policy, VINN

affectgpt icon affectgpt

A Real-world Audio-Video-Text Aligned Dataset for Explainable Multimodal Emotion Reasoning

agent-protocol icon agent-protocol

Common interface for interacting with AI agents. The protocol is tech stack agnostic - you can use it with any framework for building agents.

agent-search icon agent-search

Comprehensive Agent-First Framework and Dataset for Webscale Search

agilerl icon agilerl

Streamlining reinforcement learning with RLOps

ai4ml_website icon ai4ml_website

Website sources for Applied Machine Learning for Tabular Data

aici icon aici

AICI: Prompts as (Wasm) Programs

aicsd icon aicsd

AI Connect for Scientific Data (AiCSD) is a new solution for using AI to connect data from scientific instruments to applicable AI pipelines and run workloads at the edge. This repository contains EdgeX Foundry based microservices to automatically detect, manage, and process OEM images with OpenVINO.

aider icon aider

aider is AI pair programming in your terminal

aiflows icon aiflows

🤖🌊 aiFlows: The building blocks of your collaborative AI

aios icon aios

AIOS: LLM Agent Operating System

alfworld icon alfworld

ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

algorithmic-efficiency icon algorithmic-efficiency

MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

alicemind icon alicemind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

alignprop icon alignprop

AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods (PPO) for finetuning Stable Diffusion

alloy_models icon alloy_models

A public repository to host Alloy models. This repository holds public models to be used as entertainment, examples, tutorials, utilities, and proofs.

alternat icon alternat

High availability implementation of AWS NAT instances.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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