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Tag: machine learning
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Blog Posts
BERT - Tokenization and Encoding
To use a pre-trained BERT model, we need to convert the input data into an appropriate format so that each sentence can be sent to the pre-trained...
2020-06-19
Blog Posts
Talk on Deploying ML Models in Python @ PyCon HK 2018
PyCon HK 2018 was held on 23-24th November 2018 at Cyberport. I gave a talk on how to deploy machine learning models in Python.
2018-11-23
Blog Posts
Talk on Using Gradient Boosting Machines in Python @ PyCon HK 2017
PyCon HK 2017 was held on 3rd-4th November 2017 at the City University of Hong Kong.
2017-11-05
Blog Posts
Performing Sequence Labelling using CRF in Python
In natural language processing, it is a common task to extract words or phrases of particular types
2017-06-17
Blog Posts
Matrix Factorization: A Simple Tutorial and Implementation in Python
There is probably no need to say that there is too much information on the Web nowadays. Search engines help us a little bit.
2017-04-23