Deep Learning and Neural Networks

Negin and I were teammates in this course. We did many great projects for that. Each project is an implementation of an important paper in deep learning and neural networks world. Here I share our projects:

McclochPitts: notebook

AdaLine and MadaLine: notebook

AutoEncoders: notebook-paper

Multi Layer Percepton and Knowledge Distillation: notebook-paper

AlexNet: Emotion Recognition: notebook-paper

VGGNet: Emotion Recognition: notebook-paper

MobileNet: Emotion Recognition: notebook-paper

CNNs: Covid Detection: notebook-paper

RCNN: SegmentAnything: notebook-paper

RCNN: Faster-RCNN: notebook-paper

RNN: TimeSeries-CostPrediction: notebook-paper

RNN: Suicidal Thoughts Prediction: notebook-paper

Transformers: HuBERT - Emotions in voice: notebook-paper

Transformers: BERT notebook-paper

VAEs: ControlVAE notebook-paper

GANs: GAN, WGAN, SSGAN notebook-paper