├── .gitignore ├── README.md ├── data ├── bird_small.mat ├── bird_small.png ├── emailSample1.txt ├── emailSample2.txt ├── ex1data1.txt ├── ex1data2.txt ├── ex2data1.txt ├── ex2data2.txt ├── ex3data1.mat ├── ex3weights.mat ├── ex4data1.mat ├── ex4weights.mat ├── ex5data1.mat ├── ex6data1.mat ├── ex6data2.mat ├── ex6data3.mat ├── ex7data1.mat ├── ex7data2.mat ├── ex7faces.mat ├── ex8_movieParams.mat ├── ex8_movies.mat ├── ex8data1.mat ├── ex8data2.mat ├── manning.csv ├── movie_ids.txt ├── spamSample1.txt ├── spamSample2.txt ├── spamTest.mat ├── spamTrain.mat ├── stock_data.csv └── vocab.txt ├── exercises └── ML │ ├── ex1.pdf │ ├── ex2.pdf │ ├── ex3.pdf │ ├── ex4.pdf │ ├── ex5.pdf │ ├── ex6.pdf │ ├── ex7.pdf │ └── ex8.pdf ├── notebooks ├── fastai │ ├── Fastai-Lesson1.ipynb │ ├── Fastai-Lesson2.ipynb │ ├── Fastai-Lesson3.ipynb │ ├── Fastai-Lesson4.ipynb │ ├── Fastai-Lesson5.ipynb │ ├── Fastai-Lesson6.ipynb │ └── Fastai-Lesson7.ipynb ├── keras │ ├── AnomalyDetection.ipynb │ ├── ConvolutionalNetworks.ipynb │ ├── GenerativeAdversarialNetworks.ipynb │ ├── RecommenderSystems.ipynb │ ├── RecurrentNetworks.ipynb │ └── StructuredTimeSeries.ipynb ├── language │ ├── IPythonMagic.ipynb │ └── Intro.ipynb ├── libraries │ ├── DEAP.ipynb │ ├── Gensim.ipynb │ ├── Matplotlib.ipynb │ ├── NLTK.ipynb │ ├── NetworkX.ipynb │ ├── NumPy.ipynb │ ├── Pandas.ipynb │ ├── PyMC.ipynb │ ├── SciPy.ipynb │ ├── Scikit-learn.ipynb │ ├── Seaborn.ipynb │ └── Statsmodels.ipynb ├── misc │ ├── CodeOptimization.ipynb │ ├── DynamicProgramming.ipynb │ ├── LanguageVectors.ipynb │ ├── MarkovChains.ipynb │ ├── MonteCarlo.ipynb │ ├── ProbablisticProgramming.ipynb │ ├── ProphetForecasting.ipynb │ └── TimeSeriesStockAnalysis.ipynb ├── ml │ ├── ML-Exercise1.ipynb │ ├── ML-Exercise2.ipynb │ ├── ML-Exercise3.ipynb │ ├── ML-Exercise4.ipynb │ ├── ML-Exercise6.ipynb │ ├── ML-Exercise7.ipynb │ └── ML-Exercise8.ipynb ├── spark │ ├── Spark-Lab0-Tutorial.ipynb │ ├── Spark-Lab1-WordCount.ipynb │ ├── Spark-Lab2-ApacheLog.ipynb │ ├── Spark-Lab3-EntityResolution.ipynb │ ├── Spark-Lab4-MachineLearning.ipynb │ ├── Spark-ML-Lab3-LinearRegression.ipynb │ ├── Spark-ML-Lab4-CriteoPrediction.ipynb │ └── Spark-ML-Lab5-NeuroPCA.ipynb └── tensorflow │ ├── Tensorflow-1-NotMNIST.ipynb │ ├── Tensorflow-2-FullyConnected.ipynb │ ├── Tensorflow-3-Regularization.ipynb │ ├── Tensorflow-4-Convolutions.ipynb │ ├── Tensorflow-5-Word2Vec.ipynb │ └── Tensorflow-6-LSTM.ipynb └── scripts ├── __init__.py └── hello.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/README.md -------------------------------------------------------------------------------- /data/bird_small.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/bird_small.mat -------------------------------------------------------------------------------- /data/bird_small.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/bird_small.png -------------------------------------------------------------------------------- /data/emailSample1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/emailSample1.txt -------------------------------------------------------------------------------- /data/emailSample2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/emailSample2.txt -------------------------------------------------------------------------------- /data/ex1data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex1data1.txt -------------------------------------------------------------------------------- /data/ex1data2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex1data2.txt -------------------------------------------------------------------------------- /data/ex2data1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex2data1.txt -------------------------------------------------------------------------------- /data/ex2data2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex2data2.txt -------------------------------------------------------------------------------- /data/ex3data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex3data1.mat -------------------------------------------------------------------------------- /data/ex3weights.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex3weights.mat -------------------------------------------------------------------------------- /data/ex4data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex4data1.mat -------------------------------------------------------------------------------- /data/ex4weights.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex4weights.mat -------------------------------------------------------------------------------- /data/ex5data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex5data1.mat -------------------------------------------------------------------------------- /data/ex6data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex6data1.mat -------------------------------------------------------------------------------- /data/ex6data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex6data2.mat -------------------------------------------------------------------------------- /data/ex6data3.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex6data3.mat -------------------------------------------------------------------------------- /data/ex7data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex7data1.mat -------------------------------------------------------------------------------- /data/ex7data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex7data2.mat -------------------------------------------------------------------------------- /data/ex7faces.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex7faces.mat -------------------------------------------------------------------------------- /data/ex8_movieParams.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex8_movieParams.mat -------------------------------------------------------------------------------- /data/ex8_movies.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex8_movies.mat -------------------------------------------------------------------------------- /data/ex8data1.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex8data1.mat -------------------------------------------------------------------------------- /data/ex8data2.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/ex8data2.mat -------------------------------------------------------------------------------- /data/manning.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/manning.csv -------------------------------------------------------------------------------- /data/movie_ids.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/movie_ids.txt -------------------------------------------------------------------------------- /data/spamSample1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/spamSample1.txt -------------------------------------------------------------------------------- /data/spamSample2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/spamSample2.txt -------------------------------------------------------------------------------- /data/spamTest.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/spamTest.mat -------------------------------------------------------------------------------- /data/spamTrain.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/spamTrain.mat -------------------------------------------------------------------------------- /data/stock_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/stock_data.csv -------------------------------------------------------------------------------- /data/vocab.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/data/vocab.txt -------------------------------------------------------------------------------- /exercises/ML/ex1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/exercises/ML/ex1.pdf -------------------------------------------------------------------------------- /exercises/ML/ex2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/exercises/ML/ex2.pdf -------------------------------------------------------------------------------- /exercises/ML/ex3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/exercises/ML/ex3.pdf -------------------------------------------------------------------------------- /exercises/ML/ex4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/exercises/ML/ex4.pdf -------------------------------------------------------------------------------- /exercises/ML/ex5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/exercises/ML/ex5.pdf -------------------------------------------------------------------------------- /exercises/ML/ex6.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/exercises/ML/ex6.pdf -------------------------------------------------------------------------------- /exercises/ML/ex7.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/exercises/ML/ex7.pdf -------------------------------------------------------------------------------- /exercises/ML/ex8.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/exercises/ML/ex8.pdf -------------------------------------------------------------------------------- /notebooks/fastai/Fastai-Lesson1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/fastai/Fastai-Lesson1.ipynb -------------------------------------------------------------------------------- /notebooks/fastai/Fastai-Lesson2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/fastai/Fastai-Lesson2.ipynb -------------------------------------------------------------------------------- /notebooks/fastai/Fastai-Lesson3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/fastai/Fastai-Lesson3.ipynb -------------------------------------------------------------------------------- /notebooks/fastai/Fastai-Lesson4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/fastai/Fastai-Lesson4.ipynb -------------------------------------------------------------------------------- /notebooks/fastai/Fastai-Lesson5.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/fastai/Fastai-Lesson5.ipynb -------------------------------------------------------------------------------- /notebooks/fastai/Fastai-Lesson6.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/fastai/Fastai-Lesson6.ipynb -------------------------------------------------------------------------------- /notebooks/fastai/Fastai-Lesson7.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/fastai/Fastai-Lesson7.ipynb -------------------------------------------------------------------------------- /notebooks/keras/AnomalyDetection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/keras/AnomalyDetection.ipynb -------------------------------------------------------------------------------- /notebooks/keras/ConvolutionalNetworks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/keras/ConvolutionalNetworks.ipynb -------------------------------------------------------------------------------- /notebooks/keras/GenerativeAdversarialNetworks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/keras/GenerativeAdversarialNetworks.ipynb -------------------------------------------------------------------------------- /notebooks/keras/RecommenderSystems.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/keras/RecommenderSystems.ipynb -------------------------------------------------------------------------------- /notebooks/keras/RecurrentNetworks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/keras/RecurrentNetworks.ipynb -------------------------------------------------------------------------------- /notebooks/keras/StructuredTimeSeries.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/keras/StructuredTimeSeries.ipynb -------------------------------------------------------------------------------- /notebooks/language/IPythonMagic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/language/IPythonMagic.ipynb -------------------------------------------------------------------------------- /notebooks/language/Intro.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/language/Intro.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/DEAP.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/DEAP.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/Gensim.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/Gensim.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/Matplotlib.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/Matplotlib.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/NLTK.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/NLTK.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/NetworkX.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/NetworkX.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/NumPy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/NumPy.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/Pandas.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/Pandas.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/PyMC.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/PyMC.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/SciPy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/SciPy.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/Scikit-learn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/Scikit-learn.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/Seaborn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/Seaborn.ipynb -------------------------------------------------------------------------------- /notebooks/libraries/Statsmodels.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/libraries/Statsmodels.ipynb -------------------------------------------------------------------------------- /notebooks/misc/CodeOptimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/misc/CodeOptimization.ipynb -------------------------------------------------------------------------------- /notebooks/misc/DynamicProgramming.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/misc/DynamicProgramming.ipynb -------------------------------------------------------------------------------- /notebooks/misc/LanguageVectors.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/misc/LanguageVectors.ipynb -------------------------------------------------------------------------------- /notebooks/misc/MarkovChains.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/misc/MarkovChains.ipynb -------------------------------------------------------------------------------- /notebooks/misc/MonteCarlo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/misc/MonteCarlo.ipynb -------------------------------------------------------------------------------- /notebooks/misc/ProbablisticProgramming.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/misc/ProbablisticProgramming.ipynb -------------------------------------------------------------------------------- /notebooks/misc/ProphetForecasting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/misc/ProphetForecasting.ipynb -------------------------------------------------------------------------------- /notebooks/misc/TimeSeriesStockAnalysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/misc/TimeSeriesStockAnalysis.ipynb -------------------------------------------------------------------------------- /notebooks/ml/ML-Exercise1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/ml/ML-Exercise1.ipynb -------------------------------------------------------------------------------- /notebooks/ml/ML-Exercise2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/ml/ML-Exercise2.ipynb -------------------------------------------------------------------------------- /notebooks/ml/ML-Exercise3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/ml/ML-Exercise3.ipynb -------------------------------------------------------------------------------- /notebooks/ml/ML-Exercise4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/ml/ML-Exercise4.ipynb -------------------------------------------------------------------------------- /notebooks/ml/ML-Exercise6.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/ml/ML-Exercise6.ipynb -------------------------------------------------------------------------------- /notebooks/ml/ML-Exercise7.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/ml/ML-Exercise7.ipynb -------------------------------------------------------------------------------- /notebooks/ml/ML-Exercise8.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/ml/ML-Exercise8.ipynb -------------------------------------------------------------------------------- /notebooks/spark/Spark-Lab0-Tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/spark/Spark-Lab0-Tutorial.ipynb -------------------------------------------------------------------------------- /notebooks/spark/Spark-Lab1-WordCount.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/spark/Spark-Lab1-WordCount.ipynb -------------------------------------------------------------------------------- /notebooks/spark/Spark-Lab2-ApacheLog.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/spark/Spark-Lab2-ApacheLog.ipynb -------------------------------------------------------------------------------- /notebooks/spark/Spark-Lab3-EntityResolution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/spark/Spark-Lab3-EntityResolution.ipynb -------------------------------------------------------------------------------- /notebooks/spark/Spark-Lab4-MachineLearning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/spark/Spark-Lab4-MachineLearning.ipynb -------------------------------------------------------------------------------- /notebooks/spark/Spark-ML-Lab3-LinearRegression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/spark/Spark-ML-Lab3-LinearRegression.ipynb -------------------------------------------------------------------------------- /notebooks/spark/Spark-ML-Lab4-CriteoPrediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/spark/Spark-ML-Lab4-CriteoPrediction.ipynb -------------------------------------------------------------------------------- /notebooks/spark/Spark-ML-Lab5-NeuroPCA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/spark/Spark-ML-Lab5-NeuroPCA.ipynb -------------------------------------------------------------------------------- /notebooks/tensorflow/Tensorflow-1-NotMNIST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/tensorflow/Tensorflow-1-NotMNIST.ipynb -------------------------------------------------------------------------------- /notebooks/tensorflow/Tensorflow-2-FullyConnected.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/tensorflow/Tensorflow-2-FullyConnected.ipynb -------------------------------------------------------------------------------- /notebooks/tensorflow/Tensorflow-3-Regularization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/tensorflow/Tensorflow-3-Regularization.ipynb -------------------------------------------------------------------------------- /notebooks/tensorflow/Tensorflow-4-Convolutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/tensorflow/Tensorflow-4-Convolutions.ipynb -------------------------------------------------------------------------------- /notebooks/tensorflow/Tensorflow-5-Word2Vec.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/tensorflow/Tensorflow-5-Word2Vec.ipynb -------------------------------------------------------------------------------- /notebooks/tensorflow/Tensorflow-6-LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jdwittenauer/ipython-notebooks/HEAD/notebooks/tensorflow/Tensorflow-6-LSTM.ipynb -------------------------------------------------------------------------------- /scripts/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /scripts/hello.py: -------------------------------------------------------------------------------- 1 | print('Hello world!') --------------------------------------------------------------------------------