├── .gitignore ├── README.md ├── flashcards ├── A small announcement: are now available at.jpg ├── AIC.jpg ├── Accuracy.jpg ├── AdaBoost.jpg ├── Adjusted R-Squared.jpg ├── Aggomerative Clustering.jpg ├── Alpha In Ridge Regression.jpg ├── Avoid Overfitting.jpg ├── Backward Stepwise Selection.jpg ├── Bagging.jpg ├── Basic Parts Of Deep Learning.jpg ├── Bayes Theorem.jpg ├── Bias-Variance Tradeoff.jpg ├── Big O.jpg ├── Bootstrap.jpg ├── Brier Score.jpg ├── C.jpg ├── CP.jpg ├── Calculating VIF.jpg ├── Chi-Squared for Feature Selection.jpg ├── Chi-Squared.jpg ├── Coefficient of Determination (R2).jpg ├── Common Mathematical Notation.jpg ├── Common Optimizers With Neural Networks.jpg ├── Common Output Layer Activation Functions.jpg ├── Concave And Convex Functions.jpg ├── Conditional Probability.jpg ├── Conditioning.jpg ├── Confusion Matrix.jpg ├── Confusion Matrix2.jpg ├── Convex Hulls with SVMs.jpg ├── Correlation of Error Terms.jpg ├── Correlation.jpg ├── Cost Loss And Error Functions.jpg ├── Cost Loss Error Function.jpg ├── Covariance and Correlation.jpg ├── Cross-Entropy.jpg ├── Cumulative Distribution Function.jpg ├── Current status..jpg ├── Curse Of Dimensionality.jpg ├── Data-Generating Distribution.jpg ├── Dataset Augmentation.jpg ├── Decision Boundary.jpg ├── Decision Tree Regression.jpg ├── Downsampling.jpg ├── ELUs.jpg ├── Effect Of Feature Scaling On Gradient Descent.jpg ├── Effect of K's Value in KNN.jpg ├── Eigenvector.jpg ├── ElasticNet.jpg ├── Error Types.jpg ├── Euclidean Distance.jpg ├── Euclidean Norm.jpg ├── Explained Sum Of Squares.jpg ├── Exploding Gradient Problem.jpg ├── F-Statistic.jpg ├── F1 Score.jpg ├── F1-Score.jpg ├── False Positive Rate.jpg ├── Feature Selection Strategies.jpg ├── Finding Linear Regression Parameters.jpg ├── Fowlkes-Mallows Score.jpg ├── Fowlkes-Mallows.jpg ├── Fundamental Theorem of Calculus.jpg ├── General Additive Model.jpg ├── Gini Index.jpg ├── Gradient Descent.jpg ├── Greek Letters 1.jpg ├── Greek Letters 3.jpg ├── Hamming Loss.jpg ├── Handling Imbalanced Classes In Support Vector Machines.jpg ├── Handling Outliers.jpg ├── Hessian Matrix.jpg ├── Heteroskedasticity.jpg ├── Hidden Layer.jpg ├── Hinge Loss.jpg ├── How Norm Penalties Work.jpg ├── How to avoid overfitting.jpg ├── Hyperplane.jpg ├── Imputation Using k-NN.jpg ├── Imputation Using kNN.jpg ├── Imputing Missing Values.jpg ├── Initializing Weights In Feedforward Neural Networks.jpg ├── Interaction Term.jpg ├── Interpolation.jpg ├── Jacobian Matrix.jpg ├── K-Nearest Neighbors Tips And Tricks.jpg ├── KNN.jpg ├── Kernel PCA.jpg ├── Kernel Trick.jpg ├── L1 Norm.jpg ├── LDA for Dimensionality Reduction.jpg ├── Lazy KNN.jpg ├── Learning Curve.jpg ├── Leave One Out Cross Validation.jpg ├── Linear Combination.jpg ├── Linear Discriminant Analysis.jpg ├── Linear Regression Problems and Solutions.jpg ├── Log-Sum-Exp.jpg ├── MSE vs MAE.jpg ├── Manhattan Distance.jpg ├── Matrices.jpg ├── Matrix Inverse.jpg ├── Max Norm.jpg ├── Mean Squared Error.jpg ├── Meanshift Clustering By Analogy.jpg ├── Min-Max Scaling.jpg ├── MinMax Scaling.jpg ├── Missing At Random.jpg ├── Missing Not At Random.jpg ├── Model Complexity.jpg ├── Motivation for Kernal PCA.jpg ├── Multicolinearity.jpg ├── Naive Bayes Classifier.jpg ├── Natural Log.jpg ├── Non-Parametric Methods.jpg ├── Normalization.jpg ├── Notation 1.jpg ├── Notions Of Probability.jpg ├── Odds and Log Odds in Logistic Regression.jpg ├── Odds.jpg ├── One-Hot Encoding.jpg ├── Out-Of-Bag Error.jpg ├── Outliars.jpg ├── Overfit vs Underfit.jpg ├── Parameters vs Hyperparameters.jpg ├── Parametric Methods.jpg ├── Pearsons Correlation Coefficient.jpg ├── Pearsons Correlation.jpg ├── Perceptron Learning.jpg ├── Polynomial Regression.jpg ├── Power Rule.jpg ├── Precision-Recall Trade-off.jpg ├── Precision.jpg ├── Preprocessing Test And Training Sets.jpg ├── Preprocessing When Tests and Training.jpg ├── Principal Component Analysis.jpg ├── Principal Components.jpg ├── Probability Density Function.jpg ├── R-Squared.jpg ├── RSS.jpg ├── Random Forest Classification.jpg ├── Recall.jpg ├── Residual Sum Of Squares.jpg ├── Ridge Regression.jpg ├── Saturation.jpg ├── Selecting # of components in PCA.jpg ├── Sensitivity.jpg ├── Singular Value Decomposition.jpg ├── Slack Variable In Soft-Margin SVM.jpg ├── Softmax Normalization.jpg ├── Sparsity.jpg ├── Square Root.jpg ├── Standard Error.jpg ├── Standardization.jpg ├── Stocastic Gradient Descent.jpg ├── Stop Words.jpg ├── Strategies When You Have High Variance.jpg ├── Supervised Vs Unsupervised Learning.jpg ├── Supervised Vs Unsupervised.jpg ├── T-Tests.jpg ├── The Argument For Parametric Models.jpg ├── The Effect Of Dropout On Hidden Units.jpg ├── The Effect Of Model Complexity On Training And Test Error.jpg ├── The Perceptron.jpg ├── The Random In Random Forest.jpg ├── Therefore And Because Notation.jpg ├── Threshold Activation.jpg ├── Tomek Links.jpg ├── Training Error Rate copy.jpg ├── Training Error Rate.jpg ├── Underflow.jpg ├── Unit-Step Activation Function.jpg ├── Vanishing Gradient Problem.jpg ├── Variance For Feature Selection.jpg ├── Variance Inflation Factor.jpg ├── Variance.jpg ├── What are principal components.jpg ├── Youden's J Statistic.jpg ├── Z-score.jpg ├── Zero-One Loss.jpg ├── k Nearest Neighbor.jpg ├── k-Fold Cross-Validation.jpg ├── k-NN Neighborhood Size.jpg ├── t-statistic.jpg └── tf-idf.jpg ├── ml_flashcard_script_basic.py ├── python-ml-flashcards-basic.ipynb └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/README.md -------------------------------------------------------------------------------- /flashcards/A small announcement: are now available at.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/A small announcement: are now available at.jpg -------------------------------------------------------------------------------- /flashcards/AIC.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/AIC.jpg -------------------------------------------------------------------------------- /flashcards/Accuracy.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Accuracy.jpg -------------------------------------------------------------------------------- /flashcards/AdaBoost.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/AdaBoost.jpg -------------------------------------------------------------------------------- /flashcards/Adjusted R-Squared.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Adjusted R-Squared.jpg -------------------------------------------------------------------------------- /flashcards/Aggomerative Clustering.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Aggomerative Clustering.jpg -------------------------------------------------------------------------------- /flashcards/Alpha In Ridge Regression.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Alpha In Ridge Regression.jpg -------------------------------------------------------------------------------- /flashcards/Avoid Overfitting.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Avoid Overfitting.jpg -------------------------------------------------------------------------------- /flashcards/Backward Stepwise Selection.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Backward Stepwise Selection.jpg -------------------------------------------------------------------------------- /flashcards/Bagging.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Bagging.jpg -------------------------------------------------------------------------------- /flashcards/Basic Parts Of Deep Learning.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Basic Parts Of Deep Learning.jpg -------------------------------------------------------------------------------- /flashcards/Bayes Theorem.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Bayes Theorem.jpg -------------------------------------------------------------------------------- /flashcards/Bias-Variance Tradeoff.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Bias-Variance Tradeoff.jpg -------------------------------------------------------------------------------- /flashcards/Big O.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Big O.jpg -------------------------------------------------------------------------------- /flashcards/Bootstrap.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Bootstrap.jpg -------------------------------------------------------------------------------- /flashcards/Brier Score.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Brier Score.jpg -------------------------------------------------------------------------------- /flashcards/C.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/C.jpg -------------------------------------------------------------------------------- /flashcards/CP.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/CP.jpg -------------------------------------------------------------------------------- /flashcards/Calculating VIF.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Calculating VIF.jpg -------------------------------------------------------------------------------- /flashcards/Chi-Squared for Feature Selection.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Chi-Squared for Feature Selection.jpg -------------------------------------------------------------------------------- /flashcards/Chi-Squared.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Chi-Squared.jpg -------------------------------------------------------------------------------- /flashcards/Coefficient of Determination (R2).jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Coefficient of Determination (R2).jpg -------------------------------------------------------------------------------- /flashcards/Common Mathematical Notation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Common Mathematical Notation.jpg -------------------------------------------------------------------------------- /flashcards/Common Optimizers With Neural Networks.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Common Optimizers With Neural Networks.jpg -------------------------------------------------------------------------------- /flashcards/Common Output Layer Activation Functions.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Common Output Layer Activation Functions.jpg -------------------------------------------------------------------------------- /flashcards/Concave And Convex Functions.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Concave And Convex Functions.jpg -------------------------------------------------------------------------------- /flashcards/Conditional Probability.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Conditional Probability.jpg -------------------------------------------------------------------------------- /flashcards/Conditioning.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Conditioning.jpg -------------------------------------------------------------------------------- /flashcards/Confusion Matrix.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Confusion Matrix.jpg -------------------------------------------------------------------------------- /flashcards/Confusion Matrix2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Confusion Matrix2.jpg -------------------------------------------------------------------------------- /flashcards/Convex Hulls with SVMs.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Convex Hulls with SVMs.jpg -------------------------------------------------------------------------------- /flashcards/Correlation of Error Terms.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Correlation of Error Terms.jpg -------------------------------------------------------------------------------- /flashcards/Correlation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Correlation.jpg -------------------------------------------------------------------------------- /flashcards/Cost Loss And Error Functions.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Cost Loss And Error Functions.jpg -------------------------------------------------------------------------------- /flashcards/Cost Loss Error Function.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Cost Loss Error Function.jpg -------------------------------------------------------------------------------- /flashcards/Covariance and Correlation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Covariance and Correlation.jpg -------------------------------------------------------------------------------- /flashcards/Cross-Entropy.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Cross-Entropy.jpg -------------------------------------------------------------------------------- /flashcards/Cumulative Distribution Function.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Cumulative Distribution Function.jpg -------------------------------------------------------------------------------- /flashcards/Current status..jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Current status..jpg -------------------------------------------------------------------------------- /flashcards/Curse Of Dimensionality.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Curse Of Dimensionality.jpg -------------------------------------------------------------------------------- /flashcards/Data-Generating Distribution.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Data-Generating Distribution.jpg -------------------------------------------------------------------------------- /flashcards/Dataset Augmentation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Dataset Augmentation.jpg -------------------------------------------------------------------------------- /flashcards/Decision Boundary.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Decision Boundary.jpg -------------------------------------------------------------------------------- /flashcards/Decision Tree Regression.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Decision Tree Regression.jpg -------------------------------------------------------------------------------- /flashcards/Downsampling.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Downsampling.jpg -------------------------------------------------------------------------------- /flashcards/ELUs.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/ELUs.jpg -------------------------------------------------------------------------------- /flashcards/Effect Of Feature Scaling On Gradient Descent.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Effect Of Feature Scaling On Gradient Descent.jpg -------------------------------------------------------------------------------- /flashcards/Effect of K's Value in KNN.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Effect of K's Value in KNN.jpg -------------------------------------------------------------------------------- /flashcards/Eigenvector.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Eigenvector.jpg -------------------------------------------------------------------------------- /flashcards/ElasticNet.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/ElasticNet.jpg -------------------------------------------------------------------------------- /flashcards/Error Types.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Error Types.jpg -------------------------------------------------------------------------------- /flashcards/Euclidean Distance.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Euclidean Distance.jpg -------------------------------------------------------------------------------- /flashcards/Euclidean Norm.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Euclidean Norm.jpg -------------------------------------------------------------------------------- /flashcards/Explained Sum Of Squares.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Explained Sum Of Squares.jpg -------------------------------------------------------------------------------- /flashcards/Exploding Gradient Problem.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Exploding Gradient Problem.jpg -------------------------------------------------------------------------------- /flashcards/F-Statistic.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/F-Statistic.jpg -------------------------------------------------------------------------------- /flashcards/F1 Score.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/F1 Score.jpg -------------------------------------------------------------------------------- /flashcards/F1-Score.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/F1-Score.jpg -------------------------------------------------------------------------------- /flashcards/False Positive Rate.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/False Positive Rate.jpg -------------------------------------------------------------------------------- /flashcards/Feature Selection Strategies.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Feature Selection Strategies.jpg -------------------------------------------------------------------------------- /flashcards/Finding Linear Regression Parameters.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Finding Linear Regression Parameters.jpg -------------------------------------------------------------------------------- /flashcards/Fowlkes-Mallows Score.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Fowlkes-Mallows Score.jpg -------------------------------------------------------------------------------- /flashcards/Fowlkes-Mallows.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Fowlkes-Mallows.jpg -------------------------------------------------------------------------------- /flashcards/Fundamental Theorem of Calculus.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Fundamental Theorem of Calculus.jpg -------------------------------------------------------------------------------- /flashcards/General Additive Model.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/General Additive Model.jpg -------------------------------------------------------------------------------- /flashcards/Gini Index.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Gini Index.jpg -------------------------------------------------------------------------------- /flashcards/Gradient Descent.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Gradient Descent.jpg -------------------------------------------------------------------------------- /flashcards/Greek Letters 1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Greek Letters 1.jpg -------------------------------------------------------------------------------- /flashcards/Greek Letters 3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Greek Letters 3.jpg -------------------------------------------------------------------------------- /flashcards/Hamming Loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Hamming Loss.jpg -------------------------------------------------------------------------------- /flashcards/Handling Imbalanced Classes In Support Vector Machines.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Handling Imbalanced Classes In Support Vector Machines.jpg -------------------------------------------------------------------------------- /flashcards/Handling Outliers.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Handling Outliers.jpg -------------------------------------------------------------------------------- /flashcards/Hessian Matrix.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Hessian Matrix.jpg -------------------------------------------------------------------------------- /flashcards/Heteroskedasticity.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Heteroskedasticity.jpg -------------------------------------------------------------------------------- /flashcards/Hidden Layer.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Hidden Layer.jpg -------------------------------------------------------------------------------- /flashcards/Hinge Loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Hinge Loss.jpg -------------------------------------------------------------------------------- /flashcards/How Norm Penalties Work.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/How Norm Penalties Work.jpg -------------------------------------------------------------------------------- /flashcards/How to avoid overfitting.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/How to avoid overfitting.jpg -------------------------------------------------------------------------------- /flashcards/Hyperplane.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Hyperplane.jpg -------------------------------------------------------------------------------- /flashcards/Imputation Using k-NN.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Imputation Using k-NN.jpg -------------------------------------------------------------------------------- /flashcards/Imputation Using kNN.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Imputation Using kNN.jpg -------------------------------------------------------------------------------- /flashcards/Imputing Missing Values.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Imputing Missing Values.jpg -------------------------------------------------------------------------------- /flashcards/Initializing Weights In Feedforward Neural Networks.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Initializing Weights In Feedforward Neural Networks.jpg -------------------------------------------------------------------------------- /flashcards/Interaction Term.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Interaction Term.jpg -------------------------------------------------------------------------------- /flashcards/Interpolation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Interpolation.jpg -------------------------------------------------------------------------------- /flashcards/Jacobian Matrix.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Jacobian Matrix.jpg -------------------------------------------------------------------------------- /flashcards/K-Nearest Neighbors Tips And Tricks.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/K-Nearest Neighbors Tips And Tricks.jpg -------------------------------------------------------------------------------- /flashcards/KNN.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/KNN.jpg -------------------------------------------------------------------------------- /flashcards/Kernel PCA.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Kernel PCA.jpg -------------------------------------------------------------------------------- /flashcards/Kernel Trick.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Kernel Trick.jpg -------------------------------------------------------------------------------- /flashcards/L1 Norm.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/L1 Norm.jpg -------------------------------------------------------------------------------- /flashcards/LDA for Dimensionality Reduction.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/LDA for Dimensionality Reduction.jpg -------------------------------------------------------------------------------- /flashcards/Lazy KNN.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Lazy KNN.jpg -------------------------------------------------------------------------------- /flashcards/Learning Curve.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Learning Curve.jpg -------------------------------------------------------------------------------- /flashcards/Leave One Out Cross Validation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Leave One Out Cross Validation.jpg -------------------------------------------------------------------------------- /flashcards/Linear Combination.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Linear Combination.jpg -------------------------------------------------------------------------------- /flashcards/Linear Discriminant Analysis.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Linear Discriminant Analysis.jpg -------------------------------------------------------------------------------- /flashcards/Linear Regression Problems and Solutions.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Linear Regression Problems and Solutions.jpg -------------------------------------------------------------------------------- /flashcards/Log-Sum-Exp.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Log-Sum-Exp.jpg -------------------------------------------------------------------------------- /flashcards/MSE vs MAE.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/MSE vs MAE.jpg -------------------------------------------------------------------------------- /flashcards/Manhattan Distance.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Manhattan Distance.jpg -------------------------------------------------------------------------------- /flashcards/Matrices.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Matrices.jpg -------------------------------------------------------------------------------- /flashcards/Matrix Inverse.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Matrix Inverse.jpg -------------------------------------------------------------------------------- /flashcards/Max Norm.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Max Norm.jpg -------------------------------------------------------------------------------- /flashcards/Mean Squared Error.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Mean Squared Error.jpg -------------------------------------------------------------------------------- /flashcards/Meanshift Clustering By Analogy.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Meanshift Clustering By Analogy.jpg -------------------------------------------------------------------------------- /flashcards/Min-Max Scaling.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Min-Max Scaling.jpg -------------------------------------------------------------------------------- /flashcards/MinMax Scaling.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/MinMax Scaling.jpg -------------------------------------------------------------------------------- /flashcards/Missing At Random.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Missing At Random.jpg -------------------------------------------------------------------------------- /flashcards/Missing Not At Random.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Missing Not At Random.jpg -------------------------------------------------------------------------------- /flashcards/Model Complexity.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Model Complexity.jpg -------------------------------------------------------------------------------- /flashcards/Motivation for Kernal PCA.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Motivation for Kernal PCA.jpg -------------------------------------------------------------------------------- /flashcards/Multicolinearity.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Multicolinearity.jpg -------------------------------------------------------------------------------- /flashcards/Naive Bayes Classifier.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Naive Bayes Classifier.jpg -------------------------------------------------------------------------------- /flashcards/Natural Log.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Natural Log.jpg -------------------------------------------------------------------------------- /flashcards/Non-Parametric Methods.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Non-Parametric Methods.jpg -------------------------------------------------------------------------------- /flashcards/Normalization.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Normalization.jpg -------------------------------------------------------------------------------- /flashcards/Notation 1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Notation 1.jpg -------------------------------------------------------------------------------- /flashcards/Notions Of Probability.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Notions Of Probability.jpg -------------------------------------------------------------------------------- /flashcards/Odds and Log Odds in Logistic Regression.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Odds and Log Odds in Logistic Regression.jpg -------------------------------------------------------------------------------- /flashcards/Odds.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Odds.jpg -------------------------------------------------------------------------------- /flashcards/One-Hot Encoding.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/One-Hot Encoding.jpg -------------------------------------------------------------------------------- /flashcards/Out-Of-Bag Error.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Out-Of-Bag Error.jpg -------------------------------------------------------------------------------- /flashcards/Outliars.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Outliars.jpg -------------------------------------------------------------------------------- /flashcards/Overfit vs Underfit.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Overfit vs Underfit.jpg -------------------------------------------------------------------------------- /flashcards/Parameters vs Hyperparameters.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Parameters vs Hyperparameters.jpg -------------------------------------------------------------------------------- /flashcards/Parametric Methods.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Parametric Methods.jpg -------------------------------------------------------------------------------- /flashcards/Pearsons Correlation Coefficient.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Pearsons Correlation Coefficient.jpg -------------------------------------------------------------------------------- /flashcards/Pearsons Correlation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Pearsons Correlation.jpg -------------------------------------------------------------------------------- /flashcards/Perceptron Learning.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Perceptron Learning.jpg -------------------------------------------------------------------------------- /flashcards/Polynomial Regression.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Polynomial Regression.jpg -------------------------------------------------------------------------------- /flashcards/Power Rule.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Power Rule.jpg -------------------------------------------------------------------------------- /flashcards/Precision-Recall Trade-off.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Precision-Recall Trade-off.jpg -------------------------------------------------------------------------------- /flashcards/Precision.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Precision.jpg -------------------------------------------------------------------------------- /flashcards/Preprocessing Test And Training Sets.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Preprocessing Test And Training Sets.jpg -------------------------------------------------------------------------------- /flashcards/Preprocessing When Tests and Training.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Preprocessing When Tests and Training.jpg -------------------------------------------------------------------------------- /flashcards/Principal Component Analysis.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Principal Component Analysis.jpg -------------------------------------------------------------------------------- /flashcards/Principal Components.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Principal Components.jpg -------------------------------------------------------------------------------- /flashcards/Probability Density Function.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Probability Density Function.jpg -------------------------------------------------------------------------------- /flashcards/R-Squared.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/R-Squared.jpg -------------------------------------------------------------------------------- /flashcards/RSS.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/RSS.jpg -------------------------------------------------------------------------------- /flashcards/Random Forest Classification.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Random Forest Classification.jpg -------------------------------------------------------------------------------- /flashcards/Recall.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Recall.jpg -------------------------------------------------------------------------------- /flashcards/Residual Sum Of Squares.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Residual Sum Of Squares.jpg -------------------------------------------------------------------------------- /flashcards/Ridge Regression.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Ridge Regression.jpg -------------------------------------------------------------------------------- /flashcards/Saturation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Saturation.jpg -------------------------------------------------------------------------------- /flashcards/Selecting # of components in PCA.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Selecting # of components in PCA.jpg -------------------------------------------------------------------------------- /flashcards/Sensitivity.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Sensitivity.jpg -------------------------------------------------------------------------------- /flashcards/Singular Value Decomposition.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Singular Value Decomposition.jpg -------------------------------------------------------------------------------- /flashcards/Slack Variable In Soft-Margin SVM.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Slack Variable In Soft-Margin SVM.jpg -------------------------------------------------------------------------------- /flashcards/Softmax Normalization.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Softmax Normalization.jpg -------------------------------------------------------------------------------- /flashcards/Sparsity.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Sparsity.jpg -------------------------------------------------------------------------------- /flashcards/Square Root.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Square Root.jpg -------------------------------------------------------------------------------- /flashcards/Standard Error.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Standard Error.jpg -------------------------------------------------------------------------------- /flashcards/Standardization.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Standardization.jpg -------------------------------------------------------------------------------- /flashcards/Stocastic Gradient Descent.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Stocastic Gradient Descent.jpg -------------------------------------------------------------------------------- /flashcards/Stop Words.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Stop Words.jpg -------------------------------------------------------------------------------- /flashcards/Strategies When You Have High Variance.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Strategies When You Have High Variance.jpg -------------------------------------------------------------------------------- /flashcards/Supervised Vs Unsupervised Learning.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Supervised Vs Unsupervised Learning.jpg -------------------------------------------------------------------------------- /flashcards/Supervised Vs Unsupervised.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Supervised Vs Unsupervised.jpg -------------------------------------------------------------------------------- /flashcards/T-Tests.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/T-Tests.jpg -------------------------------------------------------------------------------- /flashcards/The Argument For Parametric Models.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/The Argument For Parametric Models.jpg -------------------------------------------------------------------------------- /flashcards/The Effect Of Dropout On Hidden Units.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/The Effect Of Dropout On Hidden Units.jpg -------------------------------------------------------------------------------- /flashcards/The Effect Of Model Complexity On Training And Test Error.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/The Effect Of Model Complexity On Training And Test Error.jpg -------------------------------------------------------------------------------- /flashcards/The Perceptron.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/The Perceptron.jpg -------------------------------------------------------------------------------- /flashcards/The Random In Random Forest.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/The Random In Random Forest.jpg -------------------------------------------------------------------------------- /flashcards/Therefore And Because Notation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Therefore And Because Notation.jpg -------------------------------------------------------------------------------- /flashcards/Threshold Activation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Threshold Activation.jpg -------------------------------------------------------------------------------- /flashcards/Tomek Links.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Tomek Links.jpg -------------------------------------------------------------------------------- /flashcards/Training Error Rate copy.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Training Error Rate copy.jpg -------------------------------------------------------------------------------- /flashcards/Training Error Rate.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Training Error Rate.jpg -------------------------------------------------------------------------------- /flashcards/Underflow.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Underflow.jpg -------------------------------------------------------------------------------- /flashcards/Unit-Step Activation Function.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Unit-Step Activation Function.jpg -------------------------------------------------------------------------------- /flashcards/Vanishing Gradient Problem.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Vanishing Gradient Problem.jpg -------------------------------------------------------------------------------- /flashcards/Variance For Feature Selection.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Variance For Feature Selection.jpg -------------------------------------------------------------------------------- /flashcards/Variance Inflation Factor.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Variance Inflation Factor.jpg -------------------------------------------------------------------------------- /flashcards/Variance.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Variance.jpg -------------------------------------------------------------------------------- /flashcards/What are principal components.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/What are principal components.jpg -------------------------------------------------------------------------------- /flashcards/Youden's J Statistic.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Youden's J Statistic.jpg -------------------------------------------------------------------------------- /flashcards/Z-score.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Z-score.jpg -------------------------------------------------------------------------------- /flashcards/Zero-One Loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/Zero-One Loss.jpg -------------------------------------------------------------------------------- /flashcards/k Nearest Neighbor.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/k Nearest Neighbor.jpg -------------------------------------------------------------------------------- /flashcards/k-Fold Cross-Validation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/k-Fold Cross-Validation.jpg -------------------------------------------------------------------------------- /flashcards/k-NN Neighborhood Size.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/k-NN Neighborhood Size.jpg -------------------------------------------------------------------------------- /flashcards/t-statistic.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/t-statistic.jpg -------------------------------------------------------------------------------- /flashcards/tf-idf.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/flashcards/tf-idf.jpg -------------------------------------------------------------------------------- /ml_flashcard_script_basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/ml_flashcard_script_basic.py -------------------------------------------------------------------------------- /python-ml-flashcards-basic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmaclenn/ml-flashcards-python/HEAD/python-ml-flashcards-basic.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | requests==2.21.0 2 | tweepy==3.7.0 --------------------------------------------------------------------------------