martinoywa/zindi-challenges

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martinoywa/zindi-challenges

martinoywa

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Solutions for Zindi challenges that I've participated in.

cifar10-cnn-exercise

A model to classify images from the CIFAR-10 dataset using PyTorch.

Jupyter Notebook

mnist-mlp-exercise

An MLP to classify images from the MNIST database hand-written digit database with PyTorch

Jupyter Notebook

channel-attention

Implementation of Channel Attention in PyTorch

digit-recognizer-kaggle

Digit Recognizer Kaggle challenge using the famous MNIST dataset.

Jupyter Notebook

creative-gan

Generate Car Designs Using GANs

Jupyter Notebook

digit-recognizer-webapp

MNIST digit classifier web app running a Pytorch model.

story-maker

Web App running a character RNN

python-nbo-starter

Starter code for Deploying a HuggingFace model to AWS

Jupyter Notebook

MERA

Music Emotion Recognition Algorithm for Music Recommendation

Jupyter Notebook

MultiDigitClassification-API

API for Mutiple / Single Digit Image Classification

dermatologist-ai

face-dataset-maker

Generate datasets that you can use for facial detection and recognition models.

sentiment-api

Flask API exposing an endpoint for determining the sentiment of text.

char-rnn-exercise-solution

Jupyter Notebook

arduino-motor-shield

turbo-guacamole

Custom Efficient Neural Network For Histopathological Lung Cancer Classification

Jupyter Notebook

predict-label

App runs a PyTorch model trained on ImageNet to predict the label of an image fed into it

MNIST-SageMaker

Build, Train, Deploy, and Query an MNIST Image Classifier on AWS

Jupyter Notebook

leetcode

Leetcode Challenges Solutions

muse-web-app

Music streaming website for deploying MERA

face-recognition

flower-classifier-pytorch-challenge

Jupyter Notebook

document-categorizer-service

Text classification service build on top of OpenNLP

kedro-iris

wame-implementation

Training Convolutional Networks with Weight–wise Adaptive learning rates with Moving average Estimator (WAME)

statistics-and-ml-preposition-learning

Compare three language models, English as a native speaker (Egnlish-L1), Mandarin as a native language (Mandarin-L1), and Mandarin as native language with English as a second language (Mandarin-English-L2)

Jupyter Notebook

buildforsdg-covid19

#BuildforSDG Cohort 1 Assessment

perfect-password

Password Generator for MLH New Year New Hack

dog-breed-classifier-udacity-project

Jupyter Notebook

pracitcal-mlops

All code I built while reading the book.

Jupyter Notebook

visual-image-search-pytorch

Visual Image Search using PyTorch as the Image Embeddings Generator.

Jupyter Notebook

numbers-tutor

Application for Teaching Reading and Writing Numbers

automatic-broccoli

Voice Chatbot with LLM

Jupyter Notebook