KastanDay

clowder

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.

ai-devs-only

ai-ta-frontend

Chat with your documents. Upload anything, get answers.

LLM-Distributed-Quantization

Accelerating multi-node Large Language Model training with per-layer selective quantization (FP32 -> FP16) of the transformer architecture.

llm-serving-frontend

Frontend GUI for LLM Serving at NCSA

pdg_ray_workflow

Ray PDG's Viz-staging, Viz-Raster and Viz-3D in parallel using Ray Core and Ray Workflows.

toolbox

Useful ML engineering libraries and scripts

video-pretrained-transformer

Multi-model video-to-text by combining embeddings from Flan-T5 + CLIP + Whisper + SceneGraph. The 'backbone LLM' is pre-trained from scratch on YouTube (YT-1B dataset).

FakeBananas

Fake news detection web app. Fake Bananas finished top 10 at HackMIT 2017 and won awards for 'best use of data' and 'best use of machine learning for the common good.' (Project is no longer maintained)

ai-teaching-assistant-uiuc

The UX & driver code for the multi-model TA_Chatbot

KastanDay/clowder

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.

KastanDay/ar_marker_detection

Work on AR marker detection using ArUco and ROS

KastanDay/awesome-quantified-self

:bar_chart: Websites, Resources, Devices, Wearables, Applications, and Platforms for Self Tracking

KastanDay/captionbot

Get captions for image using Microsoft's CaptionBot

KastanDay/ColossalAI-Examples

Examples of training models with hybrid parallelism using ColossalAI

KastanDay/DataExplorations

KastanDay/fnc-1

KastanDay/im2txt_demo

im2txt + pretrained models + docker = easy tryout

KastanDay/InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

KastanDay/InfoGAN_backup

Backup of InfoGAN research so far

KastanDay/kastanday.github.io

Experimental website

KastanDay/models

Models and examples built with TensorFlow

KastanDay/OpenGR

OpenGR: A C++ library for 3D Global Registration

KastanDay/ray

A unified framework for scalable computing. Ray is packaged with scalable libraries for data processing (Ray Datasets), training (Ray Train), hyperparameter tuning (Ray Tune), reinforcement learning (RLlib), and model serving (Ray Serve).

KastanDay/ray_kingfisher

KastanDay/reactStaticSite

KastanDay/SwatOverflowBackend

Backend infastructure for SwatOverflow

KastanDay/Titans-quantized

A collection of models built with ColossalAI, for experiments in mixed precision and quantization.

KastanDay/twitterSentiment

KastanDay/wascally_wabbit

KastanDay/website

Personal github website