Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 4 additions & 0 deletions text/char-rnn/Readme.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
# Character Level Language Model using RNNs
This is an implementation of RNN based Character Level Language Model. In this model,RNN model(based on LSTMs) is given a chunk of huge text on which it is trained to model the probability distribution of the next character in the sequence given a sequence of previous characters. This will then allow the model to generate new text one character at a time

To train this Model, Shakespeare.txt was used. However, any text can also be used to train the model.
9 changes: 9 additions & 0 deletions vision/mnist/Readme.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
# Simple NN models for Computer Vision on MNIST Dataset
This folder contains following models implemented on MNIST Dataset for Hand-Written Digit Recognition:
1. Simple Multi-layered Perceptron model(<i>mlp.jl</i>)
2. Simple Convolutional Neural Networks(<i>conv.jl</i>)
3. Simple Autoencoders(<i>autoencoder.jl</i>)
4. Variational Autoencoders(<i>vae</i>)

## About MNIST Dataset
MNIST Dataset is a large database of Handwritten Digits that is commonly used for training various Image Processing Systems