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Jv Kyle Eclarin's Projects

ai-art icon ai-art

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

antlr4 icon antlr4

ANTLR (ANother Tool for Language Recognition) is a powerful parser generator for reading, processing, executing, or translating structured text or binary files.

ats icon ats

Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)

code-docstring-corpus icon code-docstring-corpus

Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.

codet5 icon codet5

Code for CodeT5: a new code-aware pre-trained encoder-decoder model.

ctpn.pytorch icon ctpn.pytorch

Pytorch implementation of CTPN (Detecting Text in Natural Image with Connectionist Text Proposal Network)

dreambooth-stable-diffusion icon dreambooth-stable-diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion (tweaks focused on training faces)

fastpunct icon fastpunct

Punctuation restoration and spell correction experiments.

gdas icon gdas

A simple implementation for the GDAS paper : Searching for A Robust Neural Architecture in Four GPU Hours

geoheat icon geoheat

Fast calculations for approximating geothermal energy through hydraulic fracturing

getpath icon getpath

Helps with pathing issues in python scripts. Inspired by pathlib, but smaller.

lightning-flash icon lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

lightning-transformers icon lightning-transformers

Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.

lightning-tutorials icon lightning-tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

ocr_pytorch icon ocr_pytorch

A pytorch-lightning implementation of CTPN for text detection and recognition

pathed icon pathed

importing and pathing in python, made simpler

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