Charlie O'Neill – Medium

Charlie O'Neill

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Charlie O'Neill
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Towards Data Science

Can Transformers Learn to Strategize?

TicTacGPT for playing simple board games

27 min readSep 8, 2023

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Can Transformers Learn to Strategize?

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Charlie O'Neill

Some quick thoughts on learning compressed representations and GPT-5 speculation

Language models are impressive, but I think they are cheating. We give them an abstract vocabulary as a way to compress the external world…

4 min readMar 11, 2024

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Charlie O'Neill
in
Towards Data Science

Image Registration for Medical Datasets

From SimpleElastix to Spatial Transformer Networks

31 min readFeb 22, 2023

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Image Registration for Medical Datasets

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Charlie O'Neill
in
Towards Data Science

Data analytics principles at an AI startup

Rules for a scientific approach to data analysis and machine learning

5 min readSep 21, 2022

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Data analytics principles at an AI startup

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Charlie O'Neill
in
Towards Data Science

Achieving state-of-the-art for offensive tweet prediction using transformers

Utilising DistilBERT and fine-tuning for text classification

9 min readMay 2, 2022

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Achieving state-of-the-art for offensive tweet prediction using transformers

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Charlie O'Neill
in
Towards Data Science

An introduction to transformers and Hugging Face

Leveraging the power of NLP from a top-down approach

9 min readApr 26, 2022

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An introduction to transformers and Hugging Face

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Charlie O'Neill
in
Towards Data Science

End-to-end Pytorch model in five minutes

Standardising dataloaders, model, training and validation — so you don’t have to

5 min readFeb 16, 2022

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End-to-end Pytorch model in five minutes

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Charlie O'Neill
in
Towards Data Science

Using Deep Learning for Text-Generation of Wikipedia Articles

Using AWD-LSTMs for natural language models in fastai and Pytorch

18 min readJan 27, 2022

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Using Deep Learning for Text-Generation of Wikipedia Articles

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Charlie O'Neill

Predicting the price of Bitcoin with multivariate Pytorch LSTMs

Using multivariate, multi-output forecasting models for financial data

14 min readJan 25, 2022

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Predicting the price of Bitcoin with multivariate Pytorch LSTMs

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Charlie O'Neill
in
Towards Data Science

Pytorch LSTMs for time-series data

Using the Pytorch functional API to build temporal models for univariate time-series

21 min readJan 12, 2022

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Pytorch LSTMs for time-series data

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Charlie O'Neill

Charlie O'Neill

Researcher at Macuject, ANU. Interests include integration of deep learning, causal inference and meta-learning. Twitter: @charles0neill.

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