DLNN
Amirmahdi 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: source codes
AdaLine and MadaLine: source codes
AutoEncoders: source codes and paper
Multi Layer Percepton and Knowledge Distillation: source codes and paper
AlexNet: Emotion Recognition: source codes and paper
VGGNet: Emotion Recognition: source codes and paper
MobileNet: Emotion Recognition: source codes and paper
CNNs: Covid Detection: source codes and paper
RCNN: SegmentAnything: source codes and paper
RCNN: Faster-RCNN: source codes and paper
RNN: TimeSeries-CostPrediction: source codes and paper
RNN: Suicidal Thoughts Prediction: source codes and paper
Transformers: HuBERT - Emotions in voice: source codes and paper
Transformers: BERT: source codes and paper
VAEs: ControlVAE: source codes and paper
GANs: GAN, WGAN, SSGAN: source codes and paper