Name: Abbey
Type: User
Company: The University of the Witwatersrand, Johannesburg
Bio: I'm a PhD student in Computer Science with focus on natural language processing, computational linguistics, information extraction, and entity recognition.
Location: South Africa
Abbey's Projects
The official tool for creating proceedings for conferences of the Association for Computational Linguistics (ACL).
Authorship Verification in Social Media via Attention-based Similarity Learning
The art of effective visualization of multi-dimensional data
Authorship attribution using bidirectional LSTM with convolution and attention Layer
A curated list of pretrained sentence and word embedding models
Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
Bayesian Statistics: From Concept to Data Analysis by University of California, Santa Cruz
Class Note & Capstone Project Code and Report & Project Code & Weekly Quiz & Honor Quiz for Bayesian-Statistics-From-Concept-to-Data-Analysis-Course
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
Intutiions behind capsule networks
A Python library that helps data scientists to infer causation rather than observing correlation.
A tutorial illustration on how to model and generate language sequential based on Character and Word level using LSTM networks in Keras.
Character level models for sentiment analysis
Deep learning modules for master in big data scicence at the university o fpretoria
COVID-CT-Dataset: A CT Scan Dataset about COVID-19
Data Science Using Python
Observations from Ian on successfully delivering data science products
Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone
Working dataset for all projects
Decision Tree from Scratch in Python
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Example code from the book "Deep Learning for the Life Sciences"
Deep learning Indaba
Unsupervised Stochastic Model for Formalising Short Text Messages from Online Social Networks
This notebook goes along with my Ensemble learning article on Medium
Evaluation of Neural Network models for Genomic Selection
Deep learning simplified by transferring prior learning using the Python deep learning ecosystem