Shuyib

TeachingJupyterNotebooks

Training materials for the Open Science Workshop held in Nariobi

cell-explorer-tool

An image explorer tool that uses ipywidgets and image manipulation in Pillow to look for and refine features in a image. This is mostly pitched on cell biology, cytopathology and histopathology.

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.

crewai_apps

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

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.

data-version-ctrl

Data version control with Makefile and DVC for a regression task to estimate insurance costs for certain individuals.

Phylogenetic-tree-study

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

teaching_data_collection

Learn data collection by putting a couple of things into consideration

tool_calling_api

This project demonstrates function-calling with Python and Ollama, utilizing the Africa's Talking API to send airtime and messages to phone numbers using natural language prompts. Ollama + LLM w/ functions + Natural language = User Interface for non-coders.

Shuyib/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.

Shuyib/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.

Shuyib/tool_calling_api

This project demonstrates function-calling with Python and Ollama, utilizing the Africa's Talking API to send airtime and messages to phone numbers using natural language prompts. Ollama + LLM w/ functions + Natural language = User Interface for non-coders.

Shuyib/data-version-ctrl

Data version control with Makefile and DVC for a regression task to estimate insurance costs for certain individuals.

Shuyib/crewai_apps

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

Shuyib/teaching_data_collection

Learn data collection by putting a couple of things into consideration

Shuyib/mawingu-experiments

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

Shuyib/Phylogenetic-tree-study

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

Shuyib/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.

Shuyib/from_cell_to_statistics

An introduction to Genomic Data Science/Bioinformatics.

Shuyib/groq-moa

Mixture of Agents using Groq for instruction finetuning

Shuyib/huggingface.js

Utilities to use the Hugging Face Hub API

Shuyib/zindi_mcv_swahilli

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

Shuyib/autogen-streamlit

Shuyib/example-dvc-experiments

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

Shuyib/fastai-notes

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

Shuyib/github2file

Shuyib/indaba-pracs-2023

Notebooks for the Practicals at the Deep Learning Indaba 2023.

Shuyib/indaba-pracs-2024

Notebooks for the Practicals at the Deep Learning Indaba 2023.

Shuyib/just-getting-started-airflow

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

Shuyib/LLMs-from-scratch

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

Shuyib/london_weather_prediction

The London Weather Project aims to predict the mean temperature in London using historical weather data, involving data cleaning, feature engineering, and modeling with techniques like imputation, transformation, scaling, and the use of Mlflow for tracking model performance and hyperparameters.

Shuyib/mlops-with-tools-DVC

Shuyib/PAL

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

Shuyib/pimaDLkeras

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

Shuyib/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.

Shuyib/RL-env-examples

Doing some reinforcement learning and a couple of examples.

Shuyib/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.

Shuyib/transformer-visualization

Mechanistic Interpretability Tutorials, Results and research log as I learn from publicly available research, and experimentation.

Shuyib/VisionModelPlayground

Tensor to Advanced Deep learning model