Just some basic linear regression implemented using scikit-learn as well as on our own using gradient descent

https://www.kaggle.com/gregorut/videogamesales

Emotion recognition using CNNs. Attempt 1 scored a 83.5%, Attempt 2 scored a 84.0% in kaggle competition.

https://www.kaggle.com/c/cs4990-assignment-2-option-3-facial-expression/data

VGG19 inspired model

• Layers: 64 - 128 - 256 - 512 - 1024, 4096 full connected

Hair segmentation using Unets. Best result was 77.9%.

https://www.kaggle.com/c/cs4990-assignment-3-option-1-hair-segmentation/data

Medical processing inspired Unet

• Layers: 64 - 128 - 256 - 512 - 1024 - 512 - 256 - 128 - 64

A practice project. Recognizing spam text messages using a recurrent neural net.

https://www.kaggle.com/uciml/sms-spam-collection-dataset

https://www.kaggle.com/kentata/rnn-for-spam-detection/notebook