WeishanDong / UFLDL-Tutorial-Exercise
This repo contains completed exercises (code in MATLAB) of Prof. Andrew Ng's Unsupervised Feature Learning and Deep Learning (UFLDL) online tutorial: http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial
☆21Updated 9 years ago
Alternatives and similar repositories for UFLDL-Tutorial-Exercise:
Users that are interested in UFLDL-Tutorial-Exercise are comparing it to the libraries listed below
- ☆76Updated 7 years ago
- Train Deep Residual Network from Scratch or or Fine-tune Pre-trained Model using Matconvnet☆82Updated 7 years ago
- Train your own data with MatConvNet☆87Updated 6 years ago
- Matlab Environment for Deep Architecture Learning☆109Updated 11 years ago
- ☆79Updated 7 years ago
- Fine-tuning CNNs with MatConvNet☆11Updated 7 years ago
- Python implementation of Stacked Denoising Autoencoders for unsupervised learning of high level feature representation☆147Updated 9 years ago
- Caffe: a fast open framework for deep learning.☆37Updated 8 years ago
- MatConvNet contributions☆41Updated 6 years ago
- ☆40Updated 8 years ago
- Implementation of Semantic Hashing. Modified from Ruslan Salakhutdinov and Geoff Hinton's code of training Deep AutoEncoder☆65Updated 10 years ago
- Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.☆92Updated 12 years ago
- Matlab mex implementation of the basic operations for 3D (volume) Convolutional Neural Network☆34Updated 8 years ago
- Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders☆188Updated 9 years ago
- Tensorflow implementation of "UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS"☆81Updated 7 years ago
- This is a matlab implementation of CNN on MNIST☆27Updated 9 years ago
- An implementation of CNN visualization.☆98Updated 9 years ago
- This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kern…☆73Updated 13 years ago
- Matlab code for implementing Nonnegativity Constrained Autoencoder (NCAE) for Deep Learning.☆13Updated 9 years ago
- Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)☆43Updated 7 years ago
- Deep feature pyramids for various computer vision algorithms (DPMs, pyramid R-CNN, etc.)☆129Updated 7 years ago
- Code for several state-of-the-art papers in object detection and semantic segmentation.☆86Updated 7 years ago
- A MATLAB implementation of Auto-Encoding Variational Bayes☆45Updated 8 years ago
- Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…☆17Updated 8 years ago
- Generative Adversarial Nets for Matlab☆36Updated 7 years ago
- Hamming Distance Metric Learning with Non-linear Projection☆73Updated 11 years ago
- Residual networks with MatConvNet☆24Updated 9 years ago
- MATLAB code of the paper "Sparse Representation and Least Squares-Based Classification in Face Recognition", EUSIPCO 2014☆16Updated 8 years ago
- A simple code to visualize net for matconvnet.☆34Updated 7 years ago
- Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code☆22Updated 5 years ago