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John Bosco's Projects

584-final icon 584-final

Sentence Embeddings using Supervised Contrastive Learning. Danqi Liao.

ampligraph icon ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

best-of-ml-python icon best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

blocklib icon blocklib

Python implementations of record linkage blocking techniques.

brio icon brio

ACL 2022: BRIO: Bringing Order to Abstractive Summarization

clustertransformer icon clustertransformer

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

dacon icon dacon

Data Augmentation for Entity Matching using Consistency Learning

datacamp icon datacamp

A repository that contains courses I have taken on DataCamp

datasets icon datasets

CSV datasets used in Plotly examples and documentation

declutr icon declutr

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-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepblocker icon deepblocker

Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space Exploration"

deeplearning_plantdiseases icon deeplearning_plantdiseases

Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

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