Mpumi97
A data junkie, always in search of hidden patterns and regularities in data.
University of the Witwatersrand
Pinned Repositories
AIMSim
A Python toolbox to work with molecular similarity
climate-change-classification
Project focused on the application of ML and DS on climate change related tweets to understand their sentiment
climate-change-tweet-sentiment
Drug-Discovery-Classification
esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
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.
MachineLearningBook
The companion repository for the book "Machine Learning Fundamentals".
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
A repository for data science, machine and statistical learning projects.
Seaborn
Code associated with my videos
Mpumi97's Repositories
Mpumi97/AIMSim
A Python toolbox to work with molecular similarity
Mpumi97/climate-change-classification
Project focused on the application of ML and DS on climate change related tweets to understand their sentiment
Mpumi97/climate-change-tweet-sentiment
Mpumi97/Drug-Discovery-Classification
Mpumi97/esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
Mpumi97/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.
Mpumi97/MachineLearningBook
The companion repository for the book "Machine Learning Fundamentals".
Mpumi97/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
Mpumi97/Q-space
A repository for data science, machine and statistical learning projects.
Mpumi97/Seaborn
Code associated with my videos
Mpumi97/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
Mpumi97/TensorNetwork
A library for easy and efficient manipulation of tensor networks.
Mpumi97/TensorNetworks_2
This repo contains the investigations of tensor networks in medical images.
Mpumi97/TensorNetworksForNonSequencialData
in this case we use the CP-decomposition instead of tensor train due to the nature of the data
Mpumi97/TNML
Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605.05775
Mpumi97/training