/medium_blog

Primary LanguageJupyter Notebook

Medium_blog-- https://medium.com/@poojamahajan5131


  • Tensors- Understanding tensors and tensor operations using PyTorch
  • FMNIST_PyTorch- Building deep learning network using FMNIST dataset in PyTorch
  • CIFAR_Resnet - Implementing Resnet18 on CIFAR-10 dataset in PyTorch
  • Regularisation- Understanding impact of Dropout , L1 and L2 regularisations on MNIST dataset in PyTorch
  • BN- Batch Normalisation - Impact of using Batch Normalisation in PyTorch
  • NLP- Basic NLP techniques implementation in Python - (NER)
  • TransferLearning- Transfer Learning implementation using Resnet18 model on CIFAR-10 dataset in PyTorch.