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Sifiso Brenton Nkosi's Projects

algorithmic-trading-bots icon algorithmic-trading-bots

Course Materials, Jupyter Notebooks, and Python Scripts for MooCs, Machine Learning for Algorithmic Trading Bots 2019, https://www.packtpub.com/application-development/machine-learning-algorithmic-trading-bots-python-video

aws-stepfunctions-examples icon aws-stepfunctions-examples

AWS Step Functions is an orchestration service for reliably executing multi-step processes using visual workflows. This repository includes detailed examples that will help you unlock the power of serverless workflow.

bandits icon bandits

Python library for Multi-Armed Bandits

bf-knn icon bf-knn

Brute-Force k-Nearest Neighbors Search on the GPU

blog icon blog

Code and data for my blogs

clustering-with-llm icon clustering-with-llm

A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

kmeans icon kmeans

A CUDA implementation of the k-means clustering algorithm

mlops-lab icon mlops-lab

This repository contains sample code, which is used for a MLOps Workshop

nbody icon nbody

2d n-body solver, with OpenMP, MPI, AVX

papers-we-love icon papers-we-love

Papers from the computer science community to read and discuss.

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyaudioanalysis icon pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

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