arpytanshu Goto Github PK

arpytanshu.github.io

bert-sentence-encoder

Encode sentences to fix length vectors using pre-trained bert from huggingface-transformers

cloudstack

Bash Script for setting up Apache Cloudstack's Management & Client nodes.

diffusion-typeface

Minimal implementation of DDPM w/ CFG from scratch and trained on English typefaces dataset

discrete-particle-simulation

Discrete Particles simulation on GPUs using OpenCL and OpenGL.

dpo-vs-sft

Comparing Direct Preference Optimization (DPO) vs Supervised FineTuning (SFT) for finetuning LMs on MMLU type datasets.

gman-pytorch

Implementation of Graph Muti-Attention Network with PyTorch

gts

Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.

huse-pytorch

PyTorch Implementation of HUSE: Hierarchical Universal Semantic Embeddings ( https://arxiv.org/pdf/1911.05978.pdf )

latent-semantic-indexing

This Latent Semantic Indexing [ LSI ] model collects, parses, and stores documents to facilitate fast and accurate information retrieval through queries.

llm-watermark

re-implementaion of "A watermark for Large Language Models" ( https://arxiv.org/abs/2301.10226 )

ml-models

backyard projects

multivar_tsfc

Multivariatee time-series forecasting stuff

parspec

Parspec Classification Assignment

raytracing-weekend

Learning to trace rays in a weekend.

scinet

The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“.

sql-pilot

llama finetuned to create SQL queries from table schema.

ssd-object-detection

Implements a Single Shot MultiBox Detector to detect products in shelf images. - https://arxiv.org/abs/1512.02325

tests

Just some code snippets to look back at.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

ts-tok

Time Series Tokenizer inspired by Symbolic Aggregate approXimation (SAX) for seamlessly training LLMs with time-series data.

vit-celeb

Vision Transformer Implementation ( https://arxiv.org/abs/2010.11929 ) with multi-label classification on CelebA dataset.

vqvae-celeb