Pinned Repositories
ballr
Interactive NBA and NCAA Shot Charts with R and Shiny
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Covid-Model
This repository will contain a covid forecasting model
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
EDX-HarvardX-PH125.8x-Data-Science-Machine-Learning
Courese on EDX HarvardX: PH125.8x
Hass-Consult
An independent project aimed at helping a real estate agency define factors that may affect the pricing of a house
Hypothyroid-prediction-in-patients
Hypothyroidism : A case study on Nairobi Hospital patients
StephanieO-py's Repositories
StephanieO-py/ballr
Interactive NBA and NCAA Shot Charts with R and Shiny
StephanieO-py/Anomaly-Detection
Anomaly detection using CNN-LSTM
StephanieO-py/Anomaly-Detection-KDD99-CNNLSTM
Intrusion Detection System using Machine Learning and Deep Learning
StephanieO-py/awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
StephanieO-py/ballbook
StephanieO-py/DataAnalyticsUOM
Projects for online course from University of Michigan on Sports Data Analytics, Statistics and Visualization.
StephanieO-py/folium
Python Data. Leaflet.js Maps.
StephanieO-py/foundations-sports-analytics-my-applications
My personal applications of the knowledge of the "Foundations of Sports Analytics" Coursera course by the University of Michigan
StephanieO-py/freqtrade
Free, open source crypto trading bot
StephanieO-py/golclinics.github.io
GoL Clinics website.
StephanieO-py/greykite
A flexible, intuitive and fast forecasting library
StephanieO-py/How-to-Enter-Your-First-Zindi-Competition
Zindi Africa is the largest data science competition platform that solves African's biggest challenges using Artificial Intelligence and Machine Learning.This is an example on how to enter your first zindi hackathon and upload your solution.
StephanieO-py/Image-reconstruction-and-Anomaly-detection
CNN autoencoder is trained on the MNIST numbers dataset for image reconstruction. Anomaly detection is carried out by calculating the Z-score. The framework used is Keras.
StephanieO-py/Leather-Defect-Detection
A comparitive study of CNN vs ViT architectures for the purpose of anomaly detection and defect classification in low-resolution leather surface images.
StephanieO-py/Machine-Learning-in-Sports
Some projects related to the application of Machine Learning for Sports Analytics
StephanieO-py/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
StephanieO-py/Math-Behind-Moneyball-with-Python
In this repository I will start a series, based on Coursera's 'Math Behind Moneyball' course (which is about Data Science in sports). I will reproduce the content seen in the course using Python and drawing conclusions from the data.
StephanieO-py/Michigan-Basketball-Clutch-Time-MVP
Sports analytics personal project examining the 2018-19 University of Michigan Men's Basketball Season in an attempt to determine which player was most valuable to the team in important situations.
StephanieO-py/micropilot-entry-challenge
StephanieO-py/Mima-film-company-recommendation
Making recommendations for a startup film company though the use of Data visualization with Matplotlib
StephanieO-py/ML-Study-Guide
Minimal Machine Learning Study Plan
StephanieO-py/neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
StephanieO-py/New-York-Bus-Breakdown-Analysis
StephanieO-py/pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
StephanieO-py/quadratic-equation-saudzi
A pypi module for a quadratic equation solving function with GUI
StephanieO-py/RNN-Time-series-Anomaly-Detection
RNN based Time-series Anomaly detector model implemented in Pytorch.
StephanieO-py/Road-Carnages
StephanieO-py/StephanieO-py
StephanieO-py/Tigo-Telecom-Mobile-Subscription-Plan
StephanieO-py/umich-robinson-plays
Exploratory Data Analysis (EDA) of Duncan Robinson's playing career as part of the University of Michigan Wolverine Men's Basketball team.