Solutions for Stanford Unsupervised Feature Learning and Deep Learning Tutorial in Python.
Tutorial Website: http://deeplearning.stanford.edu/tutorial/
Starter Code (Matlab code for reference) : https://github.com/amaas/stanford_dl_ex
- Python 3.3+
- Linear Regression
- Logistic Regression
- Softmax Regression
- Gradient Checking
- Multilayered Neural Network
- Convolution and Pooling Operation
- CNN Implementation
- PCA
Abhishek Tandon/ @Tandon-A