Michael Liu (@michaelmml)
github

michaelmml

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Top repositories

1

NLP-Information-Extraction

Automated PDF and text processing with Spacy and NLTK; information extraction from text based on grammatical structure; deployed on extracted raw search data
Jupyter Notebook
14
star
2

Financial-Data-Science

Analysing financial information with NLP; Black-Scholes, Monte Carlo simulations and other statistics in portfolio construction, trading and back-testing; ML on loan data and defaults
Jupyter Notebook
6
star
3

Oil-Well-Productivity-SD

Statistical simulation and analysis of oil & gas productivity from South Dakota well-by-well production time series
Python
4
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4

Word-Generation-with-Attention

Word / sentence generation with trainable RNN and encoder-decoders; applications in image caption generation and classification tasks
Jupyter Notebook
3
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5

Summarisation-with-Transformers

Abstractive summarisation on financial news articles with Chinese-English translation via multi-headed attention transformer architecture
Jupyter Notebook
2
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6

OOP-Aviation-Aircraft

Object-oriented programming in aviation; graphs and network optimisation for routes and aircraft utilisation / maintenance forecasting
Python
1
star