Kiyoshika CppEZML issues

Kiyoshika / CppEZML

A work in progress C++ machine learning library designed to be very easy to use. Everything pretty much written from scratch.

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In monte_carlo_cv change the method of passing derived class to base class

#68 Kiyoshika opened 2 years ago
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Add statistical distributions

#67 Kiyoshika opened 2 years ago
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Write doxygen documentation on entire library

#66 Kiyoshika opened 2 years ago
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Add imputation techniques for missing values

#65 Kiyoshika opened 2 years ago
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Add encoding methods for categorical features

#64 Kiyoshika opened 2 years ago
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Add numerical scaling methods

#63 Kiyoshika opened 2 years ago
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Add summary() for models to show statistics

#62 Kiyoshika opened 2 years ago
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v0.6.3

#61 Kiyoshika closed 2 years ago
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filter() and select() can now modify inplace (#55)

#60 Kiyoshika closed 2 years ago
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filter() now accepts lambdas that capture local variables

#59 Kiyoshika closed 2 years ago
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Added get_rows() (#46)

#58 Kiyoshika closed 2 years ago
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Feat/get column indices public

#57 Kiyoshika closed 2 years ago
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Bug/dropna not functioning

#56 Kiyoshika closed 2 years ago
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Add inplace parameters on select() and filter()

#55 Kiyoshika closed 2 years ago
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DecisionTree.hpp - smart pointer is using make_unique

#54 Kiyoshika closed 2 years ago
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Change references to const& references

#53 Kiyoshika closed 2 years ago
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dropna() inplace = true is not working properly (DataSet.hpp)

#52 Kiyoshika closed 2 years ago
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Use std::function instead of function pointer in filter()

#51 Kiyoshika closed 2 years ago
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Make get_column_indices() in DataSet.hpp a public member

#50 Kiyoshika closed 2 years ago
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append() on columns doesn't work without column names

#49 Kiyoshika closed 2 years ago
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Rename bootstrap_cv to monte_carlo_cv

#48 Kiyoshika closed 3 years ago
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Renamed k_fold_cv to bootstrap_cv; fixed k_fold_cv breaking on certai…

#47 Kiyoshika closed 3 years ago
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Implement get_rows() {plural}

#46 Kiyoshika closed 2 years ago
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Logistic/Linear Regression Speed in Cross Validation

#45 Kiyoshika closed 3 years ago
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Classifier.hpp / Regressor.hpp - Problems with model constructor arguments

#44 Kiyoshika closed 3 years ago
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Replacing int with size_t in DataSet.hpp

#43 Kiyoshika closed 3 years ago
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Fixed bug where loading 1D vectors was not working as expected

#42 Kiyoshika closed 3 years ago
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Write documentation for v0.6.0 release (and include changelog for older versions)

#41 Kiyoshika opened 3 years ago
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v0.6.0

#40 Kiyoshika closed 3 years ago
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FilterData.h missing > and < conditions

#39 Kiyoshika closed 3 years ago
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DecisionTree.h not freeing any memory

#38 Kiyoshika closed 3 years ago
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Overhaul DataSet.h - move away from vector<vector<...>>

#37 Kiyoshika closed 3 years ago
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RandomForest target not being resampled along with subset

#36 Kiyoshika closed 3 years ago
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RandomForest predict() not functioning

#35 Kiyoshika closed 3 years ago
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Gaussian Naive Bayes

#34 Kiyoshika closed 3 years ago
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select() when column doesn't exist

#33 Kiyoshika opened 3 years ago
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DataSet.h - load() 1D vectors

#32 Kiyoshika closed 3 years ago
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DataSet.h - transpose()

#31 Kiyoshika closed 3 years ago
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Drop/replace NA values - v0.4.1

#30 Kiyoshika closed 3 years ago
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Add drop() for columns - v0.4.1

#29 Kiyoshika closed 3 years ago
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V0.4.0

#28 Kiyoshika closed 3 years ago
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Implement Weighted Entropy Classifier

#27 Kiyoshika opened 3 years ago
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Implement Naive Bayes

#26 Kiyoshika closed 3 years ago
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Implement KDE

#25 Kiyoshika closed 3 years ago
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Implement Random Forest

#24 Kiyoshika closed 3 years ago
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Implement KMeans

#23 Kiyoshika closed 3 years ago
1
Implement KNN

#22 Kiyoshika closed 3 years ago
1
K-Fold CV Metric

#21 Kiyoshika closed 3 years ago
1
DataSet.h - split()

#20 Kiyoshika closed 3 years ago
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DataSet.h - join()

#19 Kiyoshika opened 3 years ago
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