Babaniyi Olaniyi's repositories
Deep-contextual-bandits
A benchmark to test decision-making algorithms for contextual-bandits. The library implements a variety of algorithms (many of them based on approximate Bayesian Neural Networks and Thompson sampling), and a number of real and syntethic data problems exhibiting a diverse set of properties.
babaniyi.github.io
Blog template
BusinessML
Using ML to solve business questions such as customer metrics, journey, growth and segmentation.
Development-Economics
For Growth and Development Class IDEA, PhD UAB
analytics-handbook
Getting started with soccer analytics
bandits
Algorithms for multiarmed bandits such as e-greedy, thompson sampling, etc.
covid_data_nigeria
A python code that scrapes the NCDC website to track the spread of covid-19 in various Nigeria states.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
BirthdayReminder
A function that reminds me of an event at a particular time.
Data-Engineering-with-Python
Data Engineering with Python, published by Packt
fix-ComputeModelStatistics.scala
Simple and Distributed Machine Learning
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
LLM_from_scratch
This repo documents my approach to building LLMs from scratch using basic numpy as opposed to PyTorch
pySpark-learn
Practising PySpark by solving exercises such as email classification, clustering data and pandas equivalent to pySpark.
Skyline-pareto-optimal
Python code to derive the skyline using block-nested loop