Skip to content

Instantly share code, notes, and snippets.

@jquave
Created January 25, 2017 06:07
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save jquave/40bda677b045c7d0dbbe3359d95de1c0 to your computer and use it in GitHub Desktop.
Save jquave/40bda677b045c7d0dbbe3359d95de1c0 to your computer and use it in GitHub Desktop.
Deep Learning Vocab
MLP
Deep learning nugget of the day
(wow pls come up with a better metaphor)
Lots of these terms can be found by reviewing functions in the keras code, like this for activations for example:
https://github.com/fchollet/keras/blob/master/keras/activations.py
Unsupervised Learning
Supervised Learning
Reinforcement Learning
Q-Learning
Deep Learning
Linear Regression
Neural Networks
Keras
Torch
Caffe
DSSTNE
TensorFlow
Theano
Lasagne
LSTM
RNN
CNN
Gradient
Gradient Descent
Cost Function
RMS
Optimizers
------------------------------
Adam Optimizer
SGD
RMSProp
Adadelta
Adagrad
Adamax
Nadam
Activations
------------------------------
http://tflearn.org/activations/
ELU
RELU
Tanh
Sigmoid
Hard Sigmoid
Linear
softmax
softplus
softsign
Data Sets
------------------------------
Legacy, but still useful
------------------------------
FFT
Uncategorized
------------------------------
AlexNet
SciPy
CUDA
cuDNN
Autoencoder
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment