joseph1otoo Goto Github PK

alzhimers-disease-prediction-using-deep-learning

awesome-public-datasets

A topic-centric list of HQ open datasets.

birth-weight-prediction

Prediction Problem

code_snippets

creating_apps_in_kivy

custom-maxout-activation-implementation

💡Implementing a custom Maxout network from scratch (as an extension of nn.Module in Pytorch) and testing model performance on MNIST in comparison to ReLU networks to determine whether Maxout's more complex function approximations can provide higher accuracies in real-world use cases.

data-science-tutorials

Python Tutorials for Data Science

dl-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

dlfs_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

feedforward-deep-neural-network

a vectorized, python-based implementation of deep feed forward neural network for binary classification.

fetal-health-app

fetal-health-prediction

In this work, machine learning was used for the prediction of fetal health to prevent child and maternal mortality.

flutter-ecommerce

A small attempt to make an e-commerce user interface in Flutter for Android and iOS.

flutter_ecommerce_app

E-Commerce App built in flutter

flutterexampleapps

[Example APPS] Basic Flutter apps, for flutter devs.

github-slideshow

A robot powered training repository :robot:

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.

html-css-course-2022

interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

intuitive-deep-learning

A beginner-friendly tutorial to introduce Deep Learning concepts in an intuitive way!

ipywidgets

Interactive Widgets for the Jupyter Notebook

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

joseph1otoo.github.io

Speaking through data for the common good

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

learning_jupyter_with_bloomberg

math_resources

maxout

Maxout Networks

ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

mnist-digit-neural-net-classifier

A neural network with 4 hidden layers to identify handwritten digits from the MNIST digit dataset. This project was implemented in PyTorch

multiclass-image-classification-torchvision-pytorch

This project uses a deep learning model to classify fashion items from images in the Fashion-MNIST dataset. It employs a fully connected neural network with two hidden layers, trained using stochastic gradient descent and a cross-entropy loss function. The model achieves 87% accuracy on the test set.