Legendrea (Shuyib)

Shuyib

Geek Repo

Location:Great Rift Valley, Kenya

Home Page:nyab.notion.site

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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.

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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.

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teaching_data_collection

Learn data collection by putting a couple of things into consideration

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crewai_apps

Hyperagents that collaboratively work to act on your instructions. Example Blog Post editors.

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Phylogenetic-tree-study

Estimating Phylogenetic trees using six microorganisms 16S rRNA gene with Unsupervised Learning, web based tools and Molecular Evolutionary Genetics Analysis MEGA7

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data-version-ctrl

Data version control with Makefile and DVC

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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.

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from_cell_to_statistics

An introduction to Genomic Data Science/Bioinformatics.

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mawingu-experiments

Handbook for putting applications in the cloud referencing DS and ML paradigms.

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course22p2

course.fast.ai 2022 part 2 - under construction

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diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

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mentorship-workflow

This is a repository I give to individuals interested in practical data science and machine learning

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zindi_mcv_swahilli

How I used Seamless m4t large to get to the top 5 of the mozilla common voice competition hosted on Zindi

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example-dvc-experiments

DVC Get Started Project with a focus on `dvc experiment` features.

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fastai-notes

Lessons learned from course 2022 for fastai. Mostly consists of class notes and development experiments.

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huggingface.js

Utilities to use the Hugging Face Hub API

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just-getting-started-airflow

Examples from Data pipelines with Apache Airflow book. https://www.manning.com/books/data-pipelines-with-apache-airflow

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LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

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PAL

Using an LLM to answer math word problems common in IRL. Program aided language modeling.

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pimaDLkeras

Using keras specify-compile-fit- predict workflow on this binary classification problem to investigate if i'll get better predictions.

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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.

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pycaret

An open-source, low-code machine learning library in Python

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RL-env-examples

Doing some reinforcement learning and a couple of examples.

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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.

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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

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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.

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