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Mpumelelo Nomzaza's Projects

aimsim icon aimsim

A Python toolbox to work with molecular similarity

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

fingerprint_matching icon fingerprint_matching

In this Project we build fingerprint matching system that leverages a Siamese network to achieve accurate and efficient Fingerprint identification. The system consists of three main stages: image preprocessing, feature extraction, and matching.

midtermproject-mlzoomcamp icon midtermproject-mlzoomcamp

For my midterm project of the Machine Learning Zoomcamp, I decided to work in the Open Bioinformatics Research Project proposed by Data Professor (https://github.com/dataprofessor). More information about this project in this video: https://youtu.be/_GtEgiWWyK4

q-space icon q-space

A repository for data science, machine and statistical learning projects.

tensorembeddingsnlp icon tensorembeddingsnlp

In this work we investigate the tensorizatioon of NLP models such as SGNS... We also investigate dimensionality reduction methods and compression methods in large scale NLP and genomics

tensornetwork icon tensornetwork

A library for easy and efficient manipulation of tensor networks.

tensornetworks_2 icon tensornetworks_2

This repo contains the investigations of tensor networks in medical images.

tnml icon tnml

Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605.05775

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