This set of Jupyter notebooks offers a basic introduction to deep learning concepts.
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Intro to Torch.ipynb: Basic conspects of PyTorch. -
Neural Networks using PyTorch.ipynb: Neural Network using PyTorch. -
BitCoin price prediction.ipynb: Predict BitCoin prices based on historical data. -
Generate a Linux kernel using RNN.ipynb: Build a generative model trained using the Linux Kernel source code. -
glove word vectors.ipynb: Introdcution to GloVe word vectors -
Machine Translation using PyTorch.ipynb: Build a French to English translation system. -
BRATS.ipynb: Brain Tumer Segmentation using VNET.