John Bosco's repositories
infersent-train-2021
contains files and scripts for training InferSent algorithm
AmpliGraph
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
anomaly-detection-using-autoencoders
This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders
blocklib
Python implementations of record linkage blocking techniques.
ClusterTransformer
Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
Data-Engineering-with-Python
Data Engineering with Python, published by Packt
Deep-Learning-for-Clustering-in-Bioinformatics
Deep Learning-based Clustering Approaches for Bioinformatics
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
DeepBlocker
Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space Exploration"
DeepER
Entity Resolution system
edge2vec
Learning node representation using edge semantics
EntityMatcher
datasets for EM
fast-transformers
Pytorch library for fast transformer implementations
GraphPruning
Package for "pruning" weighted complex networks based on the Marginal Likelihood Filter.
Hierarchical-attention-networks-pytorch
Hierarchical Attention Networks for document classification
imageclassification
Deep Learning: Image classification, feature visualization and transfer learning with Keras
jointbert
This repository contains the code and data download links to reproduce the experiments of the PVLDB paper "Dual-Objective Fine-Tuning of BERT for Entity Matching" by Ralph Peeters and Christian Bizer.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
overleaf-offline
This repository contains tools to help compile Overleaf documents locally
Plant-Diseases-Recognition
CNN classifier for recognizing plant diseases using Keras
SwapNet
Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018.
tomato_data
PlantVillage dataset split into train/test/val
tutorials-1
PyTorch tutorials.