mf1024

ImageNet-Datasets-Downloader. ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

Contrastive-Predictive-Coding-for-Image-Recognition-in-PyTorch. PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 and https://arxiv.org/abs/1905.09272 .

Transformers. Ipython notebooks of walk-trough Transformer model implementations in PyTorch and GPT-2 fine-tuning.

Batch-Renormalization-PyTorch. Batch Renormalization module for PyTorch based on paper https://arxiv.org/abs/1702.03275 .

ResNets-Pytorch. PyTorch ResNet implementation.

Squeeze-And-Excitation-PyTorch. PyTorch Squeeze and excitation implementation.

NLP-basic. NLP experiments like simple encoder-decoder, RNN attention networks

Deep-Learning-Projects. Python

AI-projects. List of my AI projects and experiments