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02456-deep-learning-with-pytorch

Exercises and supplementary material for the deep learning course 02456 using PyTorch.

ai-platform

Open source platform for machine learning tasks

ccta-optimization-algoirithm

Solution procedure for Contiguous cells optimization Algorithm implemented on python adapted for maintenence scheduling.

credit-score-prediction

My entry into a kaggle credit score prediction competition organized by data science Nigeria

darknet

Convolutional Neural Networks

ddos-detection

deep-learning

My deep learning projects including my those from my Udacity Nanodegree

dog-beed-classifier

My second nanodegree project involving the use of convolutional neural networks to classify dog breeds. In this project, i designed a CNN architecture and also used transfer learning with Resnet 50 bottlneck features on keras.

drilling-ai-dl4j

face-generation-with-gans

The fourth project of my Nanodegree. I trained a Generative Adversarial network to generate reasonable human faces as well as hand written digits

mancala

Simulator for Mancala

neural-network-from-scratch

Building a neural network from scratch for predicting bike sharing using numpy library. My first project from Udacity Deeplearning nanodegree

rl-chatbot

🤖 Deep Reinforcement Learning Chatbot

simpsons-script-generation

An implementation of RNN(LSTMs) to generate new simpsons TV scripts using data from previous scripts. This is the third project of my deep learning Nanodegree. The Network was trained on about 300kb of data.

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

tile2vec

Implementation and examples for Tile2Vec

transfer-learning

I finetuned an Inception V3 CNN pretrained on imagenet weights for dog breed classification