Charles Strittmatter's Projects
:a: web framework for building virtual reality experiences.
Example of using ag-Grid with Vue
Example π Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using π§ Amazon SageMaker.
Pipeline components for real-time phylodynamic analysis
Web app for visualizing pathogen evolution
Conda recipes for the bioconda channel.
BotanicGarden: A high-quality and large-scale robot navigation dataset in challenging natural environments
Config files for my GitHub profile.
:house_with_garden: Open source home automation that puts local control and privacy first.
Productivity Tools for Plotly + Pandas
This tool performs various Escherichia coli typing tools
STM32/ESP32/ESP8285-based High-Performance Radio Link for RC applications
FarmBot Express hardware documentation
FarmBot Genesis hardware documentation
Fast5 API provided by ONT Research
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
Galaxy on AWS Guidance provides all the infrastructure components required to run Galaxy in the cloud and are preconfigured with industry best practices for infrastructure monitoring and security, cost efficiency, and data governance.
Arduino ESP32 program which drives a herculito robot arm
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. ζ₯θΏGPT-4V葨η°ηε―εη¨εΌζΊε€ζ¨‘ζε―Ήθ―樑ε
K3D lets you create 3D plots backed by WebGL with high-level API (surfaces, isosurfaces, voxels, mesh, cloud points, vtk objects, volume renderer, colormaps, etc). The primary aim of K3D-jupyter is to be easy for use as stand alone package like matplotlib, but also to allow interoperation with existing libraries as VTK.
LAnguage Model Analysis
LexMapr: A Lexicon and Rule-Based Tool for Translating Short Biomedical Specimen Descriptions into Semantic Web Ontology Terms
Inference code for LLaMA models
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
A scalable framework for automatically indexing microbial genomes and accurately characterizing metagenome-assembled genomes with Sequence Bloom Trees
microrunqc-wdl-cs
Low cost motion capture system for room scale tracking
An environmental monitoring and regulation system
A DSL for data-driven computational pipelines