HarshTrivedi

import torch
from torch import LongTensor
from torch.nn import Embedding, LSTM
from torch.autograd import Variable
from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence

## We want to run LSTM on a batch of 3 character sequences ['long_str', 'tiny', 'medium']
#
#     Step 1: Construct Vocabulary
#     Step 2: Load indexed data (list of instances, where each instance is list of character indices)

hardik2396

LINEAR ALGEBRA

• Chapter 2 of Deep Learning book (by Ian Goodfellow, short path) Link

• Lecture series on Linear Algebra by three blue one brown (Highly recommended) Link + singular value decomposition (shortpath).

• And if you have sufficient time, then highly recommended to take “Introduction to Linear Algebra” by Gilbert Strang (on YouTube, long path) Link.

PROBABILITY