Legendrea's repositories
data-privacy-pres
A repo that takes you through some principles about data privacy based on the Kenya Data Protection Act and General Data Protection Regulation. Useful for a data person.
chronic-kidney-disease-kaggle
Using machine learning models to predict if patients have chronic kidney disease based on a few features. The results of the models are also interpreted to make it more understandable to health practitioners.
teaching_data_collection
Learn data collection by putting a couple of things into consideration
crewai_apps
Hyperagents that collaboratively work to act on your instructions. Example Blog Post editors.
Phylogenetic-tree-study
Estimating Phylogenetic trees using six microorganisms 16S rRNA gene with Unsupervised Learning, web based tools and Molecular Evolutionary Genetics Analysis MEGA7
data-version-ctrl
Data version control with Makefile and DVC
fl-predict-covid-19
manning.com liveproject. It is in 3 parts to make a personalized prediction whether someone has COVID-19 based on audio data.
from_cell_to_statistics
An introduction to Genomic Data Science/Bioinformatics.
mawingu-experiments
Handbook for putting applications in the cloud referencing DS and ML paradigms.
arduino-learning-resources
Courses
course22p2
course.fast.ai 2022 part 2 - under construction
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
huggingface.js
Utilities to use the Hugging Face Hub API
mentorship-workflow
This is a repository I give to individuals interested in practical data science and machine learning
zindi_mcv_swahilli
How I used Seamless m4t large to get to the top 5 of the mozilla common voice competition hosted on Zindi
example-dvc-experiments
DVC Get Started Project with a focus on `dvc experiment` features.
fastai-notes
Lessons learned from course 2022 for fastai. Mostly consists of class notes and development experiments.
just-getting-started-airflow
Examples from Data pipelines with Apache Airflow book. https://www.manning.com/books/data-pipelines-with-apache-airflow
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
pimaDLkeras
Using keras specify-compile-fit- predict workflow on this binary classification problem to investigate if i'll get better predictions.
pubmed-KE-NLP
Practice project to review skills in text summarization and text mining. Using a data set from NCBI edirect tool to find any trends in research direction in research done in Kenya.
pycaret
An open-source, low-code machine learning library in Python
RL-env-examples
Doing some reinforcement learning and a couple of examples.
skateboarding-consistency-proj
A skateboarding consistency project looking at my tricks over time. Uses statisitical methods for scoring the tricks and a couple of advanced statistical methods.
skateproject
A report about a contest held on 7th January 2017. It involved skateboarders from all over the world performing an ollie over an obstacle as well recording the heights achieved - this was calibrated on the obstacle. The event was organized by skate-aid (http://www.skate-aid.org). For more information check out the document. It is also published here http://rpubs.com/BMainye/skatecontest_2017
YT_dataviz
This is a Data visualisation tool, multipurpose data visualization tool that addresses the limitations i've seen in other alternatives according to the presentation i gave.