Name: John Bosco
Type: User
Company: National Institute of Advanced Industrial Science & Technology
Bio: PhD researcher working on Data integration, Entity matching, and Natural language processing.
Location: Tsukuba, Japan
Blog: boscoj2008.github.io
John Bosco's Projects
Sentence Embeddings using Supervised Contrastive Learning. Danqi Liao.
flowchart
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders
Material and note of the course of Applied ML in Python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Python implementations of record linkage blocking techniques.
Data Science Portfolio
ACL 2022: BRIO: Bringing Order to Abstractive Summarization
Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
A Graph-Based Blocking Approach for Entity Matching Using Contrastively Learned Embeddings
Data Augmentation for Entity Matching using Consistency Learning
This is a repo with links to everything you'd ever want to learn about data engineering
Data Engineering with Python, published by Packt
A repository that contains courses I have taken on DataCamp
CSV datasets used in Plotly examples and documentation
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Deep Learning-based Clustering Approaches for Bioinformatics
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space Exploration"
Entity Resolution system
Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.
KNN algorithm, data file and notebook