Kelvin Mpofu's Projects
My pledge "3 months of Udacity" for the Machine Learning Engineer nanodegree, the AWS DeepRacer scholarship I won.
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
Using reinforcement learning to model agent behaviour and train it to follow a path
AI for Medicine Coursera Specialization
List of useful resources for AI in medicine - datasets, companies, papers, etc
AI classifier
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
code for algorithmic trading for the meta-trader 4 platform. I am running some edits to the code, the original code is from a project in Udemy.
The repository for freeCodeCamp's YouTube course, Algorithmic Trading in Python
Example notebooks that show how to apply quantum computing with Amazon Braket.
This is an amazon clone
AWS Machine Learning Specialty Course
PyTorch implementation of AnimeGANv2
Applied Social Network Analysis in Python by University of Michigan on Coursera
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Java/Python
Content for Udacity's AI in Trading NanoDegree.
An interactive dashboard for visualisation, integration and classification of data using Active Learning.
OpenCV Python Neural Network Autonomous RC Car
A curated list of awesome things related to Climate change and AI.
A collection of research papers and software related to explainability in graph machine learning.
Curated list for ML in FM
A curated list of references for MLOps
Quant/Algorithm trading resources with an emphasis on Machine Learning
Repo for the Azure Master Class
Flask application generating interactive visualisations from bank statements PDF documents
A Python implementation of global optimization with gaussian processes.
Notes for Beginner Network Pentesting Course
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)