ashtonomy

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).

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.

mergekit

Tools for merging pretrained large language models.

nlp_pp_code_completion

Training a LlamaCode model to complete NLP++ code

RadLex_Analysis

Content analysis of the RadLex ontology.

ashtonomy/nlp_pp_code_completion

Training a LlamaCode model to complete NLP++ code

ashtonomy/biosift

Biosift reproduction and extension

ashtonomy/mergekit

Tools for merging pretrained large language models.

ashtonomy/ashtonomy

Config files for my GitHub profile.

ashtonomy/ashtonomy.github.io

Ashtonomy's landing page.

ashtonomy/CodeRL

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

ashtonomy/Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

ashtonomy/hybrid_elementwise_sparsification

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

ashtonomy/lottery_ticket_animation

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

ashtonomy/RadLex_Analysis

Content analysis of the RadLex ontology.

ashtonomy/low_resource_icd_coding

Code for the paper Low Resource ICD Coding of Discharge Summaries...

ashtonomy/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).

ashtonomy/nli4ct

ashtonomy/nlp_knowledge_bases

Knowledge Bases and Dictionaries for NLP++

ashtonomy/nlp_plus_plus_utils

A repository for NLP++ utilities.

ashtonomy/pbs_utils

Miscellaneous resources and utilities for Palmetto Cluster.

ashtonomy/plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

ashtonomy/SciFive

SciFive: a text-text transformer model for biomedical literature

ashtonomy/sparsify

⚡️ Element-wise sparsification for Python

ashtonomy/stack

A presentation library with intuitive, scroll-based navigation.

ashtonomy/tqdm

A Fast, Extensible Progress Bar for Python and CLI

ashtonomy/transformers

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

ashtonomy/Wikitext_Analyzer

A basic wikitext analyzer created in NLP++.