├── .gitignore ├── README.md ├── cv-tutorials ├── BASIC_Computer_Vision.ipynb ├── BASIC_Image_processing_and_feature_extraction.ipynb ├── BASIC_Local_Image_Descriptors.ipynb ├── BASIC_image_processing.ipynb ├── README.md └── simplecv-webrtc │ ├── readme.ME │ ├── server.py │ └── static │ ├── index.html │ ├── jquery-1.7.2.js │ ├── socket.io.js │ └── webcam.js ├── exploratory-data-analysis ├── .ipynb_checkpoints │ └── PLOT - seaborn tutorial 1-checkpoint.ipynb ├── PLOT - seaborn tutorial 1.ipynb └── README.MD ├── ipython-notebooks ├── .ipynb_checkpoints │ ├── README-checkpoint.ipynb │ ├── facebook data-checkpoint.ipynb │ ├── statistics-checkpoint.ipynb │ └── text preprocessing-checkpoint.ipynb ├── README.ipynb ├── readme.md ├── statistics.ipynb └── text preprocessing.ipynb ├── learn-spark ├── .gitignore ├── .ipynb_checkpoints │ ├── mllib - quick start-checkpoint.ipynb │ ├── setup up spark with ipython-checkpoint.ipynb │ ├── spark - ideas-checkpoint.ipynb │ └── spark - quick start-checkpoint.ipynb ├── README.md ├── mllib - quick start.ipynb ├── setup up spark with ipython.ipynb ├── spark - ideas.ipynb ├── spark - quick start.ipynb └── startspark.py ├── ml-practice ├── .feature_learning.py ├── .ipynb_checkpoints │ ├── Feature Learning - demos of different methods on MNIST-checkpoint.ipynb │ ├── Feature Learning - demos of different methods on blackbox-checkpoint.ipynb │ ├── Feature Learning CNN-checkpoint.ipynb │ ├── Feature Learning review-checkpoint.ipynb │ ├── Feature Learning to classifications-checkpoint.ipynb │ ├── Feature Learning-checkpoint.ipynb │ ├── IPAM2012-summer-school(AutoEncoder)-checkpoint.ipynb │ ├── IPAM2012-summer-school(MLP)-checkpoint.ipynb │ ├── IPAM2012-summer-school(PatchFeatures)-checkpoint.ipynb │ ├── IPAM2012-summer-school(linearSVM)-checkpoint.ipynb │ ├── Introduction to Restricted Boltzmann Machines-checkpoint.ipynb │ ├── Practice - how to train a deep pipeline-checkpoint.ipynb │ ├── RESOURCES-checkpoint.ipynb │ └── test_feature_learning-checkpoint.ipynb ├── Feature Learning - demos of different methods on MNIST.ipynb ├── Feature Learning - demos of different methods on blackbox.ipynb ├── Feature Learning CNN.ipynb ├── Feature Learning review.ipynb ├── Feature Learning to classifications.ipynb ├── Feature Learning.ipynb ├── IPAM2012-summer-school(AutoEncoder).ipynb ├── IPAM2012-summer-school(MLP).ipynb ├── IPAM2012-summer-school(PatchFeatures).ipynb ├── IPAM2012-summer-school(linearSVM).ipynb ├── Introduction to Restricted Boltzmann Machines.ipynb ├── Practice - how to train a deep pipeline.ipynb ├── RESOURCES.ipynb ├── feature_learning │ ├── .mlp.py │ ├── .sparse_autoencoder.py │ ├── __init__.py │ ├── clustering.py │ ├── mlp.py │ ├── preprocessing.py │ ├── soft_thresholding.py │ ├── sparse_autoencoder.py │ ├── sparse_filtering.py │ ├── transform.py │ └── util.py ├── iterate.dat ├── papers │ ├── DeepGenerativeStochasticNetworksTrainablebyBackprop.pdf │ └── test_feature_learning.py ├── readme.MD ├── test_feature_learning.ipynb └── util.py ├── ml-tools ├── proof-of-concept │ └── dag-parallel │ │ ├── build_model.py │ │ ├── generate_data.py │ │ ├── inspect_model.py │ │ ├── parallel_batch.py │ │ └── serial_batch.py └── readme.ME ├── ml-tutorials ├── .DS_Store ├── .ipynb_checkpoints │ ├── BASIC_pandas_io(specially hdf5)-checkpoint.ipynb │ ├── BASIC_pandas_sklearn-checkpoint.ipynb │ ├── BASIC_pandas_tutorial-checkpoint.ipynb │ ├── BASIC_theano_revisited_1-checkpoint.ipynb │ └── THEORY_feature_engineering-checkpoint.ipynb ├── BASIC_UFLDL Tutorial.ipynb ├── BASIC_UFLDL_autoencoder.ipynb ├── BASIC_UFLDL_pca-zca-whitening.ipynb ├── BASIC_pandas_io(specially hdf5).ipynb ├── BASIC_pandas_plotting.ipynb ├── BASIC_pandas_sklearn.ipynb ├── BASIC_pandas_tutorial.ipynb ├── BASIC_sklearn_fact_book.ipynb ├── BASIC_theano.ipynb ├── BASIC_theano_II.ipynb ├── BASIC_theano_III_RBM.ipynb ├── BASIC_theano_revisited_1.ipynb ├── BASIC_yaml.ipynb ├── COURSE_Andrew_Ng_1.ipynb ├── COURSE_deep_learning.ipynb ├── FEATURE_by_clustering.ipynb ├── FEATURE_images.ipynb ├── HANDSON_causality.ipynb ├── PRACTICE_feature_and_ensemble.ipynb ├── PRACTICE_greedy_ensemble.ipynb ├── PRACTICE_greedy_ensemble_r1.ipynb ├── README.md ├── REGULARIZATION_sklearn_comparison.ipynb ├── TEST_feature_engineering.ipynb ├── TEST_greedy_ensemble.ipynb ├── TEST_greedy_ensemble_II.ipynb ├── TEST_greedy_ensemble_III.ipynb ├── TEST_theano_lenet.ipynb ├── TEST_theanoml.ipynb ├── TEST_theanoml2_formula_optimize.ipynb ├── TEST_theanoml_MLP.ipynb ├── TEST_theanoml_autoencoder.ipynb ├── TEST_theanoml_formula.ipynb ├── THEORY_feature_engineering.ipynb ├── ensemble.py ├── feature_extraction1.png ├── features.py ├── iterate.dat ├── pca_vs_ica.png ├── theanoml │ ├── __init__.py │ ├── autoencoder.py │ ├── formula.py │ ├── lenet.py │ ├── logistic_regression.py │ └── mlp.py ├── theanoml2 │ ├── __init__.py │ ├── auto_encoder.py │ ├── formula.py │ ├── lenet.py │ ├── linear_model.py │ ├── mlp.py │ └── optimize.py ├── yaml_autoencoder.py └── yaml_model3.pkl ├── opencv-practice ├── .ipynb_checkpoints │ ├── Resources-checkpoint.ipynb │ ├── opencv python tutorials 1-checkpoint.ipynb │ ├── opencv python tutorials 2-checkpoint.ipynb │ ├── opencv python tutorials 2.1 - image processing-checkpoint.ipynb │ ├── opencv python tutorials 2.10 - image processing (segmentation)-checkpoint.ipynb │ ├── opencv python tutorials 2.2 - image processing-checkpoint.ipynb │ ├── opencv python tutorials 2.3 - image processing-checkpoint.ipynb │ ├── opencv python tutorials 2.4 - image processing-checkpoint.ipynb │ ├── opencv python tutorials 2.5 - image processing (contours)-checkpoint.ipynb │ ├── opencv python tutorials 2.6 - image processing (FFT)-checkpoint.ipynb │ ├── opencv python tutorials 2.6 - image processing (histogram)-checkpoint.ipynb │ ├── opencv python tutorials 2.8 - image processing (template match)-checkpoint.ipynb │ ├── opencv python tutorials 2.9 - image processing (hough transform)-checkpoint.ipynb │ ├── opencv python tutorials 3.0 - features-checkpoint.ipynb │ ├── opencv python tutorials 3.1 - corner detection-checkpoint.ipynb │ ├── opencv python tutorials 3.1 - corner features-checkpoint.ipynb │ ├── opencv python tutorials 3.1 - feature matcher-checkpoint.ipynb │ ├── opencv python tutorials 4.0 - video analysis-checkpoint.ipynb │ ├── opencv python tutorials 5.0 - face detection-checkpoint.ipynb │ ├── practical python & opencv chapter 1 - 6-checkpoint.ipynb │ ├── practical python & opencv chapter 10-11-checkpoint.ipynb │ ├── practical python & opencv chapter 7 --checkpoint.ipynb │ ├── practical python & opencv chapter 8-9-checkpoint.ipynb │ └── skimage - summary-checkpoint.ipynb ├── README.MD ├── Resources.ipynb ├── opencv python tutorials 1 - basic.ipynb ├── opencv python tutorials 2.1 - image processing.ipynb ├── opencv python tutorials 2.10 - image processing (segmentation).ipynb ├── opencv python tutorials 2.2 - image processing.ipynb ├── opencv python tutorials 2.3 - image processing.ipynb ├── opencv python tutorials 2.4 - image processing.ipynb ├── opencv python tutorials 2.5 - image processing (contours).ipynb ├── opencv python tutorials 2.6 - image processing (histogram).ipynb ├── opencv python tutorials 2.7 - image processing (FFT).ipynb ├── opencv python tutorials 2.8 - image processing (template match).ipynb ├── opencv python tutorials 2.9 - image processing (hough transform).ipynb ├── opencv python tutorials 3.0 - features.ipynb ├── opencv python tutorials 3.1 - corner detection.ipynb ├── opencv python tutorials 3.1 - corner features.ipynb ├── opencv python tutorials 3.1 - feature matcher.ipynb ├── opencv python tutorials 4.0 - video analysis.ipynb ├── opencv python tutorials 5.0 - face detection.ipynb ├── practical python & opencv chapter 1 - 6.ipynb ├── practical python & opencv chapter 10-11.ipynb ├── practical python & opencv chapter 7 -.ipynb ├── practical python & opencv chapter 8-9.ipynb ├── public-images │ ├── Mouth.xml │ ├── beachboys.jpg │ ├── blue_rose.jpg │ ├── clahe.jpg │ ├── clahe.png │ ├── coins.jpg │ ├── edge_noise.gif │ ├── fish.png │ ├── j.png │ ├── marbles.jpg │ ├── messi5.jpg │ ├── sudoku.jpg │ └── wiki.jpg └── skimage - summary.ipynb ├── sklearn-tutorials ├── .ipynb_checkpoints │ ├── CLUSTERING - biclustering-checkpoint.ipynb │ ├── CLUSTERING - comparison on data-checkpoint.ipynb │ ├── DECOMPOSITION - pca vs pls on solution data-checkpoint.ipynb │ ├── FEATURES - different extraction method-checkpoint.ipynb │ ├── IMAGES - benchmark features-checkpoint.ipynb │ ├── PRACTICE blackbox again-checkpoint.ipynb │ ├── PREPROCESSING - different data and methods-checkpoint.ipynb │ ├── SEMISUPERVISED LabelSpreading on Digits-checkpoint.ipynb │ ├── TEXT - sentimental analysis-checkpoint.ipynb │ ├── TEXTBOOK - feature learning-checkpoint.ipynb │ └── TEXTBOOK - learning curve-checkpoint.ipynb ├── AUDIO - signal classification (genres).ipynb ├── BENCHMARK - text classifcation.ipynb ├── CLUSTERING - comparison on data.ipynb ├── CLUSTERING text docs with LSA.ipynb ├── DECOMPOSITION - PCA vs LDA.ipynb ├── DECOMPOSITION - pca vs pls on solution data.ipynb ├── FEATURE - dynamic time warping for images.ipynb ├── FEATURES - different extraction method.ipynb ├── IMAGES - benchmark features.ipynb ├── MANIFOLD - comparison on blackbox.ipynb ├── PRACTICE - time series + covariance + clustering.ipynb ├── PRACTICE blackbox again.ipynb ├── PREPROCESSING face recognition.ipynb ├── PREPROCESSING - different data and methods.ipynb ├── SAMPLING - kde on digits.ipynb ├── SAMPLING GMM v.s. Dirichlet Process.ipynb ├── SEMISUPERVISED LabelSpreading on Digits.ipynb ├── TEXT - sentimental analysis.ipynb ├── TEXTBOOK - feature learning.ipynb ├── TEXTBOOK - learning curve.ipynb ├── data ├── iterate.dat ├── readme.md ├── tree.dot └── tree.png ├── timeseries ├── .ipynb_checkpoints │ ├── TS - SAX Symbolic Aggregate Approximation-checkpoint.ipynb │ ├── TS - little book of R for time series notes-checkpoint.ipynb │ ├── TS - state space time series analysis-checkpoint.ipynb │ ├── TS - time series & applications with R 1-checkpoint.ipynb │ └── TS - time series regression and exploratory analysis R 2-checkpoint.ipynb ├── TS - SAX Symbolic Aggregate Approximation.ipynb ├── TS - little book of R for time series notes.ipynb ├── TS - state space time series analysis.ipynb ├── TS - time series & applications with R 1.ipynb ├── TS - time series regression and exploratory analysis R 2.ipynb └── ptsf │ ├── .Rhistory │ ├── .ipynb_checkpoints │ ├── ptfs2-checkpoint.ipynb │ ├── ptfs3-checkpoint.ipynb │ ├── pts4 - home work to chapter 4-checkpoint.ipynb │ └── ptsf1-checkpoint.ipynb │ ├── PR0101B1.scb │ ├── README.me │ ├── figure │ ├── qplot.png │ ├── unnamed-chunk-2.png │ └── unnamed-chunk-4.png │ ├── iterate.dat │ ├── ptfs2.ipynb │ ├── ptfs3.ipynb │ ├── pts4 - home work to chapter 4.ipynb │ ├── ptsf1.Rmd │ ├── ptsf1.html │ ├── ptsf1.ipynb │ ├── ptsf1.md │ ├── r_ts_facility.Rmd │ ├── r_ts_facility.html │ └── r_ts_facility.md ├── topic-finding-for-short-texts ├── .ipynb_checkpoints │ └── topic_finding_for_short_texts_v1-checkpoint.ipynb ├── topic_finding_for_short_texts_v1.ipynb └── topics_for_short_texts.ipynb └── word2vec-abc ├── LICENSE ├── discussion.txt ├── makefile ├── poc ├── .ipynb_checkpoints │ ├── Huffman Tree-checkpoint.ipynb │ ├── python_multithreading-checkpoint.ipynb │ ├── pyword2vec-checkpoint.ipynb │ ├── pyword2vec_ST_v2.1-checkpoint.ipynb │ ├── pyword2vec_anatomy-checkpoint.ipynb │ └── pyword2vec_v2-checkpoint.ipynb ├── Huffman Tree.ipynb ├── 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