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bbc_news_classification_comparison

BBC News classification algorithm comparison

data-version-control

jenkins_demo

This repo is to demonstrate the basic and advanced Jenkins features and how to integrate it with project CICD.

keras-data-generator

Template for data generator in Keras

machine-learning

machine-translation

mercari-price-suggestion

Build deep learning model to predict price based on the product's description, condition, brand, shipping info.

mlops

This repo shows a simple example of using MLflow to track model training, reproduce results and model versioning

name-entity-recognition

Used a training text containing sentences of word and their corresponding IOB tags, and a word representation file consisting of words with a 300-dimension representation. Build a deep learning model as well as methods of handling long queries to predict IOB tags of new queries.

nmt-keras

Neural Machine Translation with Keras (Theano/Tensorflow)

personal_data_science_projects

queue_service

This repo is dedicated to build a prototype that allows multiple workers (threads) works in a queueing context. New requests will continue to be added to a queue and each worker will be working on these requests once they are available.

send_app

This application displays a webpage that allows user to upload their health data and get mortality score

sentiment-analysis-aws-lambda

How to deploy a Machine Learning model for sentiment analysis in the Cloud with AWS Lambda.

simplewhaledemo

spark-and-python-for-big-data-with-pyspark

Course on Udemy by Jose Portilla

stanford-dogs

Use bounding box and CNN model to classify 120 breeds of dog

text_augmentation

text_mining

This repo is dedicated to text processing including crawling of bilingual data from websites, building BM25 text search engine, extract Term base pairs given a long bilingual sentence pair as well as useful utils.

translation_quality_assessor

This repository uses NLP Transformer architecture to evaluate how a pair of texts are translations to each other.

zmq

This repo provide a prototype for ZMQ mechanism