Stock_Algorithms

🔷 List of Algorithms 🔷

▶️ AdaBoost Classification
▶️ AdaBoost Regressor
▶️ Anomaly Detection
▶️ Artificial Neural Network
▶️ Bagging Classifier
▶️ Bayesian Ridge Regression
▶️ Bernoulli Restricted Boltzmann Machine
▶️ CatBoost Algorithms
▶️ Classification Cluster
▶️ Decision Tree Classification
▶️ Decision Tree Regression
▶️ Gradient Boosting Classification
▶️ K-Means
▶️ K-Nearest Neighbors
▶️ Logistic Regression
▶️ Linear Regression
▶️ Nearest Neighbors
▶️ NetworkX
▶️ Neural Networks Regression
▶️ Quantile Regression
▶️ Partial Least Squares Regression (PLSR)
▶️ Polynomial Regression
▶️ Principal Component Classification
▶️ Principal Component Regression
▶️ Random Forest Classification
▶️ Random Forest Regression
▶️ RNN Tensorflow
▶️ Ridge Regression
▶️ Support Vector Machines (SVM)
▶️ Tensorflow
▶️ Time Series
▶️ XGBoost

Name		Name	Last commit message	Last commit date
parent directory ..
AdaBoost_Classification.ipynb		AdaBoost_Classification.ipynb
AdaBoost_Regressor.ipynb		AdaBoost_Regressor.ipynb
Addictive_Model.ipynb		Addictive_Model.ipynb
Anomaly_Detection.ipynb		Anomaly_Detection.ipynb
Artificial_Neural_Network.ipynb		Artificial_Neural_Network.ipynb
Bagging_Classifier.ipynb		Bagging_Classifier.ipynb
Bayesian_Ridge_Regression.ipynb		Bayesian_Ridge_Regression.ipynb
Bernoulli_Restricted_Boltzmann_Machine.ipynb		Bernoulli_Restricted_Boltzmann_Machine.ipynb
Calibrate_Predicted_Probabilities.ipynb		Calibrate_Predicted_Probabilities.ipynb
CatBoost_Algorithms.ipynb		CatBoost_Algorithms.ipynb
Classification_Cluster.ipynb		Classification_Cluster.ipynb
Classification_Cluster_2.ipynb		Classification_Cluster_2.ipynb
Classification_Cluster_3.ipynb		Classification_Cluster_3.ipynb
Convolutional_Neural_Network.ipynb		Convolutional_Neural_Network.ipynb
Cox_Proportional_Hazards.ipynb		Cox_Proportional_Hazards.ipynb
Decision_Tree_Classifier_Visualize.ipynb		Decision_Tree_Classifier_Visualize.ipynb
Decision_Tree_Multioutput_Regression.ipynb		Decision_Tree_Multioutput_Regression.ipynb
Decision_Trees_Classification.ipynb		Decision_Trees_Classification.ipynb
Decision_Trees_Classification_Part2.ipynb		Decision_Trees_Classification_Part2.ipynb
Decision_Trees_Classification_Part3.ipynb		Decision_Trees_Classification_Part3.ipynb
Decision_Trees_Regression.ipynb		Decision_Trees_Regression.ipynb
Deep_Belief_Networks.ipynb		Deep_Belief_Networks.ipynb
ElasticNet_Regression.ipynb		ElasticNet_Regression.ipynb
Gradient_Boosting_Classification.ipynb		Gradient_Boosting_Classification.ipynb
Gradient_Boosting_Machine_(GBM).ipynb		Gradient_Boosting_Machine_(GBM).ipynb
Gradient_Boosting_Regressor.ipynb		Gradient_Boosting_Regressor.ipynb
Hierarchical_Clustering.ipynb		Hierarchical_Clustering.ipynb
Implementing_Logistic_Regression.ipynb		Implementing_Logistic_Regression.ipynb
K_Means.ipynb		K_Means.ipynb
K_Nearest_Neighbors.ipynb		K_Nearest_Neighbors.ipynb
K_Nearest_Neighbors_Multioutput_Regression.ipynb		K_Nearest_Neighbors_Multioutput_Regression.ipynb
K_Nearest_Neighbors_Part2.ipynb		K_Nearest_Neighbors_Part2.ipynb
Lasso_Regression.ipynb		Lasso_Regression.ipynb
Lasso_Regression_Alpha_Levels.ipynb		Lasso_Regression_Alpha_Levels.ipynb
Least_Angled_Regression.ipynb		Least_Angled_Regression.ipynb
Light_GBM.ipynb		Light_GBM.ipynb
Linear_Discriminat_Analysis.ipynb		Linear_Discriminat_Analysis.ipynb
Linear_Regression_Multioutput_Regression.ipynb		Linear_Regression_Multioutput_Regression.ipynb
Locally_Estimated_Scatterplot_Smoothing.ipynb		Locally_Estimated_Scatterplot_Smoothing.ipynb
Locally_Weighted_Scatterplot_Smoothing_LOWESS.ipynb		Locally_Weighted_Scatterplot_Smoothing_LOWESS.ipynb
Logistic_Regression.ipynb		Logistic_Regression.ipynb
Logistic_Regression_Classification.ipynb		Logistic_Regression_Classification.ipynb
Logistic_Regression_Large_Data.ipynb		Logistic_Regression_Large_Data.ipynb
Logistic_Regression_Part2.ipynb		Logistic_Regression_Part2.ipynb
Mini-Batch_k-Means_Clustering.ipynb		Mini-Batch_k-Means_Clustering.ipynb
Model_Selection.ipynb		Model_Selection.ipynb
MultiOutputRegressor.ipynb		MultiOutputRegressor.ipynb
Multioutput_Regression_With_Cross-Validation.ipynb		Multioutput_Regression_With_Cross-Validation.ipynb
Multiple_Linear_Regression.ipynb		Multiple_Linear_Regression.ipynb
Naive_Bayes_Classification.ipynb		Naive_Bayes_Classification.ipynb
Nearest_Neighbor_Classification.ipynb		Nearest_Neighbor_Classification.ipynb
Nested_Cross-Validation.ipynb		Nested_Cross-Validation.ipynb
Nested_Cross-Validation_Part2.ipynb		Nested_Cross-Validation_Part2.ipynb
NetworkX.ipynb		NetworkX.ipynb
Neural_Networks_Classification.ipynb		Neural_Networks_Classification.ipynb
Neural_Networks_Regression.ipynb		Neural_Networks_Regression.ipynb
Optimization_Parameters.ipynb		Optimization_Parameters.ipynb
Partial_Least_Squares_Regression_(PLSR).ipynb		Partial_Least_Squares_Regression_(PLSR).ipynb
Passive_Aggressive_Classification.ipynb		Passive_Aggressive_Classification.ipynb
Passive_Aggressive_Classifier.ipynb		Passive_Aggressive_Classifier.ipynb
Polynomial_Regression.ipynb		Polynomial_Regression.ipynb
Polynomial_Regression_Part2.ipynb		Polynomial_Regression_Part2.ipynb
Principal_Component_Classification.ipynb		Principal_Component_Classification.ipynb
Principal_Component_Regression.ipynb		Principal_Component_Regression.ipynb
PyBrain_Dataset.ipynb		PyBrain_Dataset.ipynb
Pynamical_Prediction.ipynb		Pynamical_Prediction.ipynb
Quantile_Regression.ipynb		Quantile_Regression.ipynb
README.md		README.md
RNN_Tensorflow.ipynb		RNN_Tensorflow.ipynb
Radius_Neighbors_Regressor.ipynb		Radius_Neighbors_Regressor.ipynb
Random_Forests_Classification.ipynb		Random_Forests_Classification.ipynb
Random_Forests_Classification_Part2.ipynb		Random_Forests_Classification_Part2.ipynb
Random_Forests_Multioutput_Regression.ipynb		Random_Forests_Multioutput_Regression.ipynb
Random_Forests_Regression.ipynb		Random_Forests_Regression.ipynb
Regressor_Chain.ipynb		Regressor_Chain.ipynb
Ridge_Regression.ipynb		Ridge_Regression.ipynb
SVC_Predicted_Probabilities.ipynb		SVC_Predicted_Probabilities.ipynb
Simple_Linear_Regression.ipynb		Simple_Linear_Regression.ipynb
Simple_Linear_Regression_Part2.ipynb		Simple_Linear_Regression_Part2.ipynb
Simple_Linear_Regression_with_Normalize_Data.ipynb		Simple_Linear_Regression_with_Normalize_Data.ipynb
Simple_Multiple_Linear_Regression.ipynb		Simple_Multiple_Linear_Regression.ipynb
Support_Vector_Classifiers.ipynb		Support_Vector_Classifiers.ipynb
Support_Vector_Machines.ipynb		Support_Vector_Machines.ipynb
TensorFlow_LinearRegression_Basic.ipynb		TensorFlow_LinearRegression_Basic.ipynb
Time_Series_Decomposition_Random_Walks.ipynb		Time_Series_Decomposition_Random_Walks.ipynb
Time_Series_Forecasting.ipynb		Time_Series_Forecasting.ipynb
TruncatedSVD.ipynb		TruncatedSVD.ipynb
XGBoost_Algorithms.ipynb		XGBoost_Algorithms.ipynb
XGBoost_Classification.ipynb		XGBoost_Classification.ipynb
XGBoost_Regressor.ipynb		XGBoost_Regressor.ipynb
t_SNE.ipynb		t_SNE.ipynb

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🔷 List of Algorithms 🔷