Name: Simphiwe Zitha
Type: User
Company: Wits LAB
Bio: I am a Machine learning specialist and P.hD Candidate with RAIL lab. Currently I am interest in MLOPS, Data driven reinforcement learning, Meta-learning.
Location: Johannesburg, Braamforntein, South Africa
Simphiwe Zitha's Projects
A collection of various deep learning architectures, models, and tips
Driving a Large Language Model Revolution in Customer Service and Support
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
Docker Image for Setting up a machine learning and Data Science env
Regularizing Meta-Learning via Gradient Dropout
Notebooks for the Practicals at the Deep Learning Indaba 2023.
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Classifying radio galaxies using model agnostic meta-learning
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
This repo contains the source code accompanying a scientific paper with the same name.
Meta learning framework for Omniglot and Mnist data
Access and analyze historical weather and climate data with Python.
Mini ML bible
Creating a machine learning environment using Jenkins and Kubernetes
Exploring Natural language processing
Master's thesis (ZCal): Machine learning method for calibrating radio interferometric data
Code for the paper "On First-Order Meta-Learning Algorithms"
Config files for my GitHub profile.
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Machine learning algorithm for calibrating radio interferometric data using sensor data.