ashtonomy Goto Github PK

ashtonomy

Config files for my GitHub profile.

ashtonomy.github.io

Ashtonomy's landing page.

biosift

Biosift reproduction and extension

coderl

This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

hybrid_elementwise_sparsification

Code to reproduce Hybrid-(l1,l2) Element-Wise Matrix Sparsification.

lottery_ticket_animation

We are all a great deal luckier than we realize... A visualization of the lottery ticket hypothesis.

master-thesis-multilingual-longformer

Master thesis with code investigating methods for incorporating long-context reasoning in low-resource languages, without the need to pre-train from scratch. We investigated if multilingual models could inherit these properties by making it an Efficient Transformer (s.a. the Longformer architecture).

nli4ct

nlp_knowledge_bases

Knowledge Bases and Dictionaries for NLP++

nlp_plus_plus_utils

A repository for NLP++ utilities.

nlp_pp_code_completion

Training a LlamaCode model to complete NLP++ code

pbs_utils

Miscellaneous resources and utilities for Palmetto Cluster.

radlex_analysis

Content analysis of the RadLex ontology.

scifive

SciFive: a text-text transformer model for biomedical literature

sparsify

⚡️ Element-wise sparsification for Python

stack

A presentation library with intuitive, scroll-based navigation.

tqdm

A Fast, Extensible Progress Bar for Python and CLI

transformers

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

wikitext_analyzer

A basic wikitext analyzer created in NLP++.