Denis Mwaniki's repositories
Survival_Analysis
Investigating Mortality Using Obituary Data
FPL-Team-Analysis
An initial stab at analyzing my fpl season
Zindi-Busara-mental-health-predicition
Solution to busara mental health prediction competition on zindi africa http://zindi.africa/competitions/busara-mental-health-prediction-challenge
zindi_busara
Winning solution for the Busara Mental Health Challenge to predict Depression hosted by zindi: https://zindi.africa/competitions/busara-mental-health-prediction-challenge/leaderboard
Zindi_MentalHealthPrediction
A model that accurately predicts which individuals are likely to be depressed from the survey data could be used by mental health providers such as local clinics, NGOs or community health volunteers to reach out to those at risk.
ZindiTraffic
This repository displays pieces of work in attempting to solve the ZIndi Traffic problem as I perceive it,
data-science-from-scratch
code for Data Science From Scratch book
data-science-from-scratch-1
Examples and hacks inspired by the book Data Science from Scratch by Joel Grus
Fantasy-Premier-League
Creates a .csv file of all players in the English Player League with their respective team and total fantasy points
FPL-Battle-of-the-MiniLeagues
Analysis of Mini League Performance
FPL-data-scraper
Exports fantasy premier league season history to excel workbook
FPLbot
A bot made for /r/FantasyPL
gender.py
A simple python library to take first names and return their gender using the genderize.io API.
h2o-3
Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)
Kasha_Data_Analyst_Challenge
Tests in SQL and Data Analysis
LoanDefaulters
The repository represents a code that determines possible loan defaulters based on their attributes.
miscellaneous
This is a collection of scripts to solve some particular problem(s). Some could be thinking process through ideas or others!!!
Regex-Simple-Tutorial
Simple Intro Into RegEx
Student_Evaluation-Clustering
A clustering of student evaluation questions using pca and kmeans