Discover @michaelmml Open Source projects

Michael Liu (@michaelmml)

michaelmml

Stars
30
Global Rank 491,197 (Top 17 %)
Followers 8
Following 3
Registered over 3 years ago
Most used languages

Jupyter Notebook
66.7 %

Python
33.3 %
Location 🇬🇧 United Kingdom
Country Total Rank 20,399
Country Ranking

Jupyter Notebook
816

Python
9,920

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

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

Oil-Well-Productivity-SD

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

Word-Generation-with-Attention

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

Jupyter Notebook

Summarisation-with-Transformers

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

Jupyter Notebook

OOP-Aviation-Aircraft

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