kastanday Goto Github PK
Name: Kastan Day
Type: User
Bio: Parallel & Distributed ML. Outdoor sports. Swarthmore College '20, UIUC '23.
Twitter: kastanday
Location: Seattle, WA
Blog: https://kastanday.com/
Name: Kastan Day
Type: User
Bio: Parallel & Distributed ML. Outdoor sports. Swarthmore College '20, UIUC '23.
Twitter: kastanday
Location: Seattle, WA
Blog: https://kastanday.com/
Asynchronous chemoenzymatic retrosynthesis
Chat with your documents. Upload anything, get answers.
Work on AR marker detection using ArUco and ROS
:bar_chart: Websites, Resources, Devices, Wearables, Applications, and Platforms for Self Tracking
Get captions for image using Microsoft's CaptionBot
Used for adaptive human in the loop evaluation of language and embedding models.
A data management system that allows users to share, annotate, organize and analyze large collections of datasets. It provides support for extensible metadata annotation using JSON-LD and a distribute analytics event bus for automatic curation of uploaded data.
Examples of training models with hybrid parallelism using ColossalAI
Colossal-AI: A Unified Deep Learning System for Big Model Era
Benchmarking Panoptic Scene Graph Generation (PSG), ECCV'22
With fast GPUs and networking, file servers become the bottleneck, especially for multi-modal ML where small image and audio files wrecks havoc on traditional filesystems like Lustre, exa6, GPFS, Ceph, and even Hadoop (HDFS).
im2txt + pretrained models + docker = easy tryout
Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"
Backup of InfoGAN research so far
Experimental website
⚡ Building applications with LLMs through composability ⚡
✨ My portfolio built with Next.js, Tailwind, Prisma, and Vercel.
Tools for handling speech data in machine learning projects.
Accelerating multi-node Large Language Model training with per-layer selective quantization (FP32 -> FP16) of the transformer architecture.
Serve LLMs on NCSA hardware
Frontend GUI for LLM Serving at NCSA
Running MAPLE code in a Nvidia NGC Singularity/Apptainer container for HPC.
LLMs to execute Bioinformatics workflows, esp. RNA-seq
LLMs to execute Bioinformatics workflows, esp. RNA-seq
Models and examples built with TensorFlow
Nice starting points for using Nvidia NGC images on Ubunut (just install a Nvidia the right Nvidia utilities firstt)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.