├── .gitignore ├── LICENSE ├── README.md ├── clustering ├── K-nearest-neighbors │ ├── knn-iris.ipynb │ └── knn-mushroom.ipynb ├── dbcan │ └── dbscan-iris.ipynb └── k-mean │ ├── customer.ipynb │ ├── pp-centroids.gif │ └── random-centroids.gif ├── decomposition ├── latent-dirichlet-allocation │ ├── similarity.ipynb │ ├── summary.ipynb │ └── topic-modelling.ipynb ├── latent-semantic-analysis │ ├── similarity.ipynb │ ├── summarize.ipynb │ └── topic-modelling.ipynb ├── linear-decomposition-analysis │ └── iris.ipynb ├── nonnegative-matrix │ ├── similarity.ipynb │ ├── summary.ipynb │ └── topic-modelling.ipynb ├── principal-component-analysis │ ├── iris.ipynb │ └── mushroom.ipynb └── tsne │ ├── animation-tsne-iris.gif │ ├── animation-tsne-perplexity-iris.gif │ ├── iris-adaptive-momentum.ipynb │ └── iris.ipynb ├── gradient-visualization ├── gradient-MAE.ipynb ├── gradient-MSE.ipynb ├── gradient-RMSE.ipynb ├── mae_plot.py ├── mse_plot.py └── rmse_plot.py ├── monte-carlo ├── TSLA.csv ├── markov-chain │ ├── metropolis-hasting-normal.ipynb │ └── metropolis-hasting-stock-forecasting.ipynb ├── monte-carlo-pi.ipynb └── stock-prediction.ipynb ├── neural-network ├── batch-normalization │ ├── animation-batch-normalization-iris.gif │ └── softmax-entropy-gradientdescent.ipynb ├── convolutional │ ├── README.md │ ├── atrous1d-loop │ │ └── atrous-1d.ipynb │ ├── atrous2d-loop │ │ └── atrous-2d.ipynb │ ├── atrous2d │ │ └── softmax-cross-entropy-gradient-descent.ipynb │ ├── audio.zip │ ├── avgpooling1d │ │ └── avgpooling1d.ipynb │ ├── avgpooling2d │ │ └── avgpooling2d.ipynb │ ├── conv1d-loop │ │ └── softmax-cross-entropy-gradient-descent.ipynb │ ├── conv1d │ │ └── softmax-cross-entropy-gradient-descent.ipynb │ ├── conv2d-loop │ │ └── softmax-cross-entropy-gradient-descent.ipynb │ ├── conv2d │ │ └── softmax-cross-entropy-gradient-descent.ipynb │ ├── maxpooling1d │ │ └── maxpooling1d.ipynb │ └── maxpooling2d │ │ └── maxpooling2d.ipynb ├── dropout │ ├── alpha-dropout │ │ └── softmax-entropy-gradientdescent.ipynb │ └── dropout │ │ ├── animation-dropout-iris.gif │ │ └── softmax-entropy-gradientdescent.ipynb ├── evolution-strategy │ ├── Deep-Evolution-Strategies-Iris.ipynb │ ├── evolution-iris-decision.ipynb │ ├── evolution_strategy.py │ └── function.py ├── feed-forward │ ├── softmax-entropy-adagrad │ │ └── Softmax-Entropy-Adagrad-GradientDescent.ipynb │ ├── softmax-entropy-adam │ │ └── Softmax-Entropy-Adam-GradientDescent.ipynb │ ├── softmax-entropy-gradientdescent │ │ ├── Softmax-Entropy-GradientDescent.ipynb │ │ └── function.py │ ├── softmax-entropy-momentum │ │ ├── Softmax-Entropy-Momentum-GradientDescent.ipynb │ │ └── function.py │ ├── softmax-entropy-nesterov │ │ └── Softmax-Entropy-Momentum-Nesterov.ipynb │ └── softmax-entropy-rmsprop │ │ └── Softmax-Entropy-RMSprop-GradientDescent.ipynb ├── gated-recurrent-unit-RNN │ ├── README.md │ ├── adagrad │ │ └── gru-rnn-adagrad.ipynb │ ├── adam │ │ └── gru-rnn-adam.ipynb │ ├── consumer.h │ ├── gradient-descent │ │ └── gru-rnn-gradient-descent.ipynb │ ├── momentum │ │ └── gru-rnn-momentum.ipynb │ ├── nesterov │ │ └── gru-rnn-nesterov.ipynb │ └── rmsprop │ │ └── gru-rnn-rmsprop.ipynb ├── long-short-term-RNN │ ├── README.md │ ├── adagrad │ │ └── lstm-rnn-adagrad.ipynb │ ├── adam │ │ └── lstm-rnn-adam.ipynb │ ├── consumer.h │ ├── gradient-descent │ │ └── lstm-rnn-gradient-descent.ipynb │ ├── momentum │ │ └── lstm-rnn-momentum.ipynb │ ├── nesterov │ │ └── lstm-rnn-nesterov.ipynb │ └── rmsprop │ │ └── lstm-rnn-rmsprop.ipynb ├── neuro-evolution │ ├── neuro-evolution-iris.ipynb │ ├── neuro-evolution-novelty-search-iris.ipynb │ └── neuro-evolution-regression.ipynb ├── regularizarion │ ├── animation-l1-iris.gif │ ├── animation-l1l2-iris.gif │ ├── animation-l2-iris.gif │ ├── softmax-entropy-gradientdescent-l1.ipynb │ ├── softmax-entropy-gradientdescent-l1l2.ipynb │ └── softmax-entropy-gradientdescent-l2.ipynb └── vanilla-RNN │ ├── README.md │ ├── adagrad │ └── vanilla-rnn-adagrad.ipynb │ ├── adam │ └── vanilla-rnn-adam.ipynb │ ├── consumer.h │ ├── gradient-descent │ └── vanilla-rnn-gradient-descent.ipynb │ ├── momentum │ └── vanilla-rnn-momentum.ipynb │ ├── nesterov │ └── vanilla-rnn-nesterov.ipynb │ └── rmsprop │ └── vanilla-rnn-rmsprop.ipynb ├── probabilistic ├── bayes-tfidf │ ├── gaussian-tfidf.ipynb │ ├── local │ │ ├── kerajaan │ │ │ └── kerajaan │ │ └── pembangkang │ │ │ └── pembangkang │ └── multinomial-tfidf.ipynb ├── hidden-markov │ ├── markov-text.ipynb │ ├── speeches.txt │ └── trump.py └── neural-network │ └── probabilistic-neural-network.ipynb ├── regression ├── animation-elasticnet-regression.gif ├── animation-lasso-regression.gif ├── animation-linear-regression.gif ├── animation-poly-k-regression.gif ├── animation-ridge-regression.gif ├── elasticnet regression.ipynb ├── lasso regression.ipynb ├── linear regression.ipynb ├── polynomial-regression.ipynb ├── regularization.py ├── ridge regression.ipynb └── sigmoid regression.ipynb ├── results ├── animation-adagrad-gradientdescent-iris.gif ├── animation-adam-gradientdescent-iris.gif ├── animation-evolution-iris.gif ├── animation-gradientdescent-iris.gif ├── animation-momentum-gradientdescent-iris.gif ├── animation-nesterov-gradientdescent-iris.gif ├── animation-rmsprop-gradientdescent-iris.gif ├── gradient-descent.png ├── gradient-evolution.png └── mse-gradient.png ├── signal-processing ├── conv-1d.ipynb ├── conv-2d.ipynb └── pass-filters.ipynb ├── timeseries ├── ARIMA.ipynb ├── TSLA.csv ├── anchor-smooth.ipynb ├── detect-outliers.ipynb ├── john-ehlers.ipynb ├── linear-weight-moving-average.ipynb ├── moving-average.ipynb ├── noise-removal-get.ipynb └── seasonal-decomposition.ipynb └── trees-based ├── adaboost └── classification-iris-adaboost.ipynb ├── bagging ├── bagging-classification.ipynb └── bagging-regression.ipynb ├── decision-tree ├── classification-entropy.ipynb └── regression-tree.ipynb ├── gradient-boosting ├── gradient-boosting-classification.ipynb └── gradient-boosting-regression.ipynb └── random-forest ├── random-forest-classification.ipynb └── random-forest-regression.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | *.DS_Store 2 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/README.md -------------------------------------------------------------------------------- /clustering/K-nearest-neighbors/knn-iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/clustering/K-nearest-neighbors/knn-iris.ipynb -------------------------------------------------------------------------------- /clustering/K-nearest-neighbors/knn-mushroom.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/clustering/K-nearest-neighbors/knn-mushroom.ipynb -------------------------------------------------------------------------------- /clustering/dbcan/dbscan-iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/clustering/dbcan/dbscan-iris.ipynb -------------------------------------------------------------------------------- /clustering/k-mean/customer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/clustering/k-mean/customer.ipynb -------------------------------------------------------------------------------- /clustering/k-mean/pp-centroids.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/clustering/k-mean/pp-centroids.gif -------------------------------------------------------------------------------- /clustering/k-mean/random-centroids.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/clustering/k-mean/random-centroids.gif -------------------------------------------------------------------------------- /decomposition/latent-dirichlet-allocation/similarity.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/latent-dirichlet-allocation/similarity.ipynb -------------------------------------------------------------------------------- /decomposition/latent-dirichlet-allocation/summary.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/latent-dirichlet-allocation/summary.ipynb -------------------------------------------------------------------------------- /decomposition/latent-dirichlet-allocation/topic-modelling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/latent-dirichlet-allocation/topic-modelling.ipynb -------------------------------------------------------------------------------- /decomposition/latent-semantic-analysis/similarity.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/latent-semantic-analysis/similarity.ipynb -------------------------------------------------------------------------------- /decomposition/latent-semantic-analysis/summarize.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/latent-semantic-analysis/summarize.ipynb -------------------------------------------------------------------------------- /decomposition/latent-semantic-analysis/topic-modelling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/latent-semantic-analysis/topic-modelling.ipynb -------------------------------------------------------------------------------- /decomposition/linear-decomposition-analysis/iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/linear-decomposition-analysis/iris.ipynb -------------------------------------------------------------------------------- /decomposition/nonnegative-matrix/similarity.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/nonnegative-matrix/similarity.ipynb -------------------------------------------------------------------------------- /decomposition/nonnegative-matrix/summary.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/nonnegative-matrix/summary.ipynb -------------------------------------------------------------------------------- /decomposition/nonnegative-matrix/topic-modelling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/nonnegative-matrix/topic-modelling.ipynb -------------------------------------------------------------------------------- /decomposition/principal-component-analysis/iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/principal-component-analysis/iris.ipynb -------------------------------------------------------------------------------- /decomposition/principal-component-analysis/mushroom.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/principal-component-analysis/mushroom.ipynb -------------------------------------------------------------------------------- /decomposition/tsne/animation-tsne-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/tsne/animation-tsne-iris.gif -------------------------------------------------------------------------------- /decomposition/tsne/animation-tsne-perplexity-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/tsne/animation-tsne-perplexity-iris.gif -------------------------------------------------------------------------------- /decomposition/tsne/iris-adaptive-momentum.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/tsne/iris-adaptive-momentum.ipynb -------------------------------------------------------------------------------- /decomposition/tsne/iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/decomposition/tsne/iris.ipynb -------------------------------------------------------------------------------- /gradient-visualization/gradient-MAE.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/gradient-visualization/gradient-MAE.ipynb -------------------------------------------------------------------------------- /gradient-visualization/gradient-MSE.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/gradient-visualization/gradient-MSE.ipynb -------------------------------------------------------------------------------- /gradient-visualization/gradient-RMSE.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/gradient-visualization/gradient-RMSE.ipynb -------------------------------------------------------------------------------- /gradient-visualization/mae_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/gradient-visualization/mae_plot.py -------------------------------------------------------------------------------- /gradient-visualization/mse_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/gradient-visualization/mse_plot.py -------------------------------------------------------------------------------- /gradient-visualization/rmse_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/gradient-visualization/rmse_plot.py -------------------------------------------------------------------------------- /monte-carlo/TSLA.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/monte-carlo/TSLA.csv -------------------------------------------------------------------------------- /monte-carlo/markov-chain/metropolis-hasting-normal.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/monte-carlo/markov-chain/metropolis-hasting-normal.ipynb -------------------------------------------------------------------------------- /monte-carlo/markov-chain/metropolis-hasting-stock-forecasting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/monte-carlo/markov-chain/metropolis-hasting-stock-forecasting.ipynb -------------------------------------------------------------------------------- /monte-carlo/monte-carlo-pi.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/monte-carlo/monte-carlo-pi.ipynb -------------------------------------------------------------------------------- /monte-carlo/stock-prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/monte-carlo/stock-prediction.ipynb -------------------------------------------------------------------------------- /neural-network/batch-normalization/animation-batch-normalization-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/batch-normalization/animation-batch-normalization-iris.gif -------------------------------------------------------------------------------- /neural-network/batch-normalization/softmax-entropy-gradientdescent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/batch-normalization/softmax-entropy-gradientdescent.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/README.md -------------------------------------------------------------------------------- /neural-network/convolutional/atrous1d-loop/atrous-1d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/atrous1d-loop/atrous-1d.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/atrous2d-loop/atrous-2d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/atrous2d-loop/atrous-2d.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/atrous2d/softmax-cross-entropy-gradient-descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/atrous2d/softmax-cross-entropy-gradient-descent.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/audio.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/audio.zip -------------------------------------------------------------------------------- /neural-network/convolutional/avgpooling1d/avgpooling1d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/avgpooling1d/avgpooling1d.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/avgpooling2d/avgpooling2d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/avgpooling2d/avgpooling2d.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/conv1d-loop/softmax-cross-entropy-gradient-descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/conv1d-loop/softmax-cross-entropy-gradient-descent.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/conv1d/softmax-cross-entropy-gradient-descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/conv1d/softmax-cross-entropy-gradient-descent.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/conv2d-loop/softmax-cross-entropy-gradient-descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/conv2d-loop/softmax-cross-entropy-gradient-descent.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/conv2d/softmax-cross-entropy-gradient-descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/conv2d/softmax-cross-entropy-gradient-descent.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/maxpooling1d/maxpooling1d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/maxpooling1d/maxpooling1d.ipynb -------------------------------------------------------------------------------- /neural-network/convolutional/maxpooling2d/maxpooling2d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/convolutional/maxpooling2d/maxpooling2d.ipynb -------------------------------------------------------------------------------- /neural-network/dropout/alpha-dropout/softmax-entropy-gradientdescent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/dropout/alpha-dropout/softmax-entropy-gradientdescent.ipynb -------------------------------------------------------------------------------- /neural-network/dropout/dropout/animation-dropout-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/dropout/dropout/animation-dropout-iris.gif -------------------------------------------------------------------------------- /neural-network/dropout/dropout/softmax-entropy-gradientdescent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/dropout/dropout/softmax-entropy-gradientdescent.ipynb -------------------------------------------------------------------------------- /neural-network/evolution-strategy/Deep-Evolution-Strategies-Iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/evolution-strategy/Deep-Evolution-Strategies-Iris.ipynb -------------------------------------------------------------------------------- /neural-network/evolution-strategy/evolution-iris-decision.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/evolution-strategy/evolution-iris-decision.ipynb -------------------------------------------------------------------------------- /neural-network/evolution-strategy/evolution_strategy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/evolution-strategy/evolution_strategy.py -------------------------------------------------------------------------------- /neural-network/evolution-strategy/function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/evolution-strategy/function.py -------------------------------------------------------------------------------- /neural-network/feed-forward/softmax-entropy-adagrad/Softmax-Entropy-Adagrad-GradientDescent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/feed-forward/softmax-entropy-adagrad/Softmax-Entropy-Adagrad-GradientDescent.ipynb -------------------------------------------------------------------------------- /neural-network/feed-forward/softmax-entropy-adam/Softmax-Entropy-Adam-GradientDescent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/feed-forward/softmax-entropy-adam/Softmax-Entropy-Adam-GradientDescent.ipynb -------------------------------------------------------------------------------- /neural-network/feed-forward/softmax-entropy-gradientdescent/Softmax-Entropy-GradientDescent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/feed-forward/softmax-entropy-gradientdescent/Softmax-Entropy-GradientDescent.ipynb -------------------------------------------------------------------------------- /neural-network/feed-forward/softmax-entropy-gradientdescent/function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/feed-forward/softmax-entropy-gradientdescent/function.py -------------------------------------------------------------------------------- /neural-network/feed-forward/softmax-entropy-momentum/Softmax-Entropy-Momentum-GradientDescent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/feed-forward/softmax-entropy-momentum/Softmax-Entropy-Momentum-GradientDescent.ipynb -------------------------------------------------------------------------------- /neural-network/feed-forward/softmax-entropy-momentum/function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/feed-forward/softmax-entropy-momentum/function.py -------------------------------------------------------------------------------- /neural-network/feed-forward/softmax-entropy-nesterov/Softmax-Entropy-Momentum-Nesterov.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/feed-forward/softmax-entropy-nesterov/Softmax-Entropy-Momentum-Nesterov.ipynb -------------------------------------------------------------------------------- /neural-network/feed-forward/softmax-entropy-rmsprop/Softmax-Entropy-RMSprop-GradientDescent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/feed-forward/softmax-entropy-rmsprop/Softmax-Entropy-RMSprop-GradientDescent.ipynb -------------------------------------------------------------------------------- /neural-network/gated-recurrent-unit-RNN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/gated-recurrent-unit-RNN/README.md -------------------------------------------------------------------------------- /neural-network/gated-recurrent-unit-RNN/adagrad/gru-rnn-adagrad.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/gated-recurrent-unit-RNN/adagrad/gru-rnn-adagrad.ipynb -------------------------------------------------------------------------------- /neural-network/gated-recurrent-unit-RNN/adam/gru-rnn-adam.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/gated-recurrent-unit-RNN/adam/gru-rnn-adam.ipynb -------------------------------------------------------------------------------- /neural-network/gated-recurrent-unit-RNN/consumer.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/gated-recurrent-unit-RNN/consumer.h -------------------------------------------------------------------------------- /neural-network/gated-recurrent-unit-RNN/gradient-descent/gru-rnn-gradient-descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/gated-recurrent-unit-RNN/gradient-descent/gru-rnn-gradient-descent.ipynb -------------------------------------------------------------------------------- /neural-network/gated-recurrent-unit-RNN/momentum/gru-rnn-momentum.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/gated-recurrent-unit-RNN/momentum/gru-rnn-momentum.ipynb -------------------------------------------------------------------------------- /neural-network/gated-recurrent-unit-RNN/nesterov/gru-rnn-nesterov.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/gated-recurrent-unit-RNN/nesterov/gru-rnn-nesterov.ipynb -------------------------------------------------------------------------------- /neural-network/gated-recurrent-unit-RNN/rmsprop/gru-rnn-rmsprop.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/gated-recurrent-unit-RNN/rmsprop/gru-rnn-rmsprop.ipynb -------------------------------------------------------------------------------- /neural-network/long-short-term-RNN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/long-short-term-RNN/README.md -------------------------------------------------------------------------------- /neural-network/long-short-term-RNN/adagrad/lstm-rnn-adagrad.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/long-short-term-RNN/adagrad/lstm-rnn-adagrad.ipynb -------------------------------------------------------------------------------- /neural-network/long-short-term-RNN/adam/lstm-rnn-adam.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/long-short-term-RNN/adam/lstm-rnn-adam.ipynb -------------------------------------------------------------------------------- /neural-network/long-short-term-RNN/consumer.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/long-short-term-RNN/consumer.h -------------------------------------------------------------------------------- /neural-network/long-short-term-RNN/gradient-descent/lstm-rnn-gradient-descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/long-short-term-RNN/gradient-descent/lstm-rnn-gradient-descent.ipynb -------------------------------------------------------------------------------- /neural-network/long-short-term-RNN/momentum/lstm-rnn-momentum.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/long-short-term-RNN/momentum/lstm-rnn-momentum.ipynb -------------------------------------------------------------------------------- /neural-network/long-short-term-RNN/nesterov/lstm-rnn-nesterov.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/long-short-term-RNN/nesterov/lstm-rnn-nesterov.ipynb -------------------------------------------------------------------------------- /neural-network/long-short-term-RNN/rmsprop/lstm-rnn-rmsprop.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/long-short-term-RNN/rmsprop/lstm-rnn-rmsprop.ipynb -------------------------------------------------------------------------------- /neural-network/neuro-evolution/neuro-evolution-iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/neuro-evolution/neuro-evolution-iris.ipynb -------------------------------------------------------------------------------- /neural-network/neuro-evolution/neuro-evolution-novelty-search-iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/neuro-evolution/neuro-evolution-novelty-search-iris.ipynb -------------------------------------------------------------------------------- /neural-network/neuro-evolution/neuro-evolution-regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/neuro-evolution/neuro-evolution-regression.ipynb -------------------------------------------------------------------------------- /neural-network/regularizarion/animation-l1-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/regularizarion/animation-l1-iris.gif -------------------------------------------------------------------------------- /neural-network/regularizarion/animation-l1l2-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/regularizarion/animation-l1l2-iris.gif -------------------------------------------------------------------------------- /neural-network/regularizarion/animation-l2-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/regularizarion/animation-l2-iris.gif -------------------------------------------------------------------------------- /neural-network/regularizarion/softmax-entropy-gradientdescent-l1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/regularizarion/softmax-entropy-gradientdescent-l1.ipynb -------------------------------------------------------------------------------- /neural-network/regularizarion/softmax-entropy-gradientdescent-l1l2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/regularizarion/softmax-entropy-gradientdescent-l1l2.ipynb -------------------------------------------------------------------------------- /neural-network/regularizarion/softmax-entropy-gradientdescent-l2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/regularizarion/softmax-entropy-gradientdescent-l2.ipynb -------------------------------------------------------------------------------- /neural-network/vanilla-RNN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/vanilla-RNN/README.md -------------------------------------------------------------------------------- /neural-network/vanilla-RNN/adagrad/vanilla-rnn-adagrad.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/vanilla-RNN/adagrad/vanilla-rnn-adagrad.ipynb -------------------------------------------------------------------------------- /neural-network/vanilla-RNN/adam/vanilla-rnn-adam.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/vanilla-RNN/adam/vanilla-rnn-adam.ipynb -------------------------------------------------------------------------------- /neural-network/vanilla-RNN/consumer.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/vanilla-RNN/consumer.h -------------------------------------------------------------------------------- /neural-network/vanilla-RNN/gradient-descent/vanilla-rnn-gradient-descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/vanilla-RNN/gradient-descent/vanilla-rnn-gradient-descent.ipynb -------------------------------------------------------------------------------- /neural-network/vanilla-RNN/momentum/vanilla-rnn-momentum.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/vanilla-RNN/momentum/vanilla-rnn-momentum.ipynb -------------------------------------------------------------------------------- /neural-network/vanilla-RNN/nesterov/vanilla-rnn-nesterov.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/vanilla-RNN/nesterov/vanilla-rnn-nesterov.ipynb -------------------------------------------------------------------------------- /neural-network/vanilla-RNN/rmsprop/vanilla-rnn-rmsprop.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/neural-network/vanilla-RNN/rmsprop/vanilla-rnn-rmsprop.ipynb -------------------------------------------------------------------------------- /probabilistic/bayes-tfidf/gaussian-tfidf.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/probabilistic/bayes-tfidf/gaussian-tfidf.ipynb -------------------------------------------------------------------------------- /probabilistic/bayes-tfidf/local/kerajaan/kerajaan: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/probabilistic/bayes-tfidf/local/kerajaan/kerajaan -------------------------------------------------------------------------------- /probabilistic/bayes-tfidf/local/pembangkang/pembangkang: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/probabilistic/bayes-tfidf/local/pembangkang/pembangkang -------------------------------------------------------------------------------- /probabilistic/bayes-tfidf/multinomial-tfidf.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/probabilistic/bayes-tfidf/multinomial-tfidf.ipynb -------------------------------------------------------------------------------- /probabilistic/hidden-markov/markov-text.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/probabilistic/hidden-markov/markov-text.ipynb -------------------------------------------------------------------------------- /probabilistic/hidden-markov/speeches.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/probabilistic/hidden-markov/speeches.txt -------------------------------------------------------------------------------- /probabilistic/hidden-markov/trump.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/probabilistic/hidden-markov/trump.py -------------------------------------------------------------------------------- /probabilistic/neural-network/probabilistic-neural-network.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/probabilistic/neural-network/probabilistic-neural-network.ipynb -------------------------------------------------------------------------------- /regression/animation-elasticnet-regression.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/animation-elasticnet-regression.gif -------------------------------------------------------------------------------- /regression/animation-lasso-regression.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/animation-lasso-regression.gif -------------------------------------------------------------------------------- /regression/animation-linear-regression.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/animation-linear-regression.gif -------------------------------------------------------------------------------- /regression/animation-poly-k-regression.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/animation-poly-k-regression.gif -------------------------------------------------------------------------------- /regression/animation-ridge-regression.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/animation-ridge-regression.gif -------------------------------------------------------------------------------- /regression/elasticnet regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/elasticnet regression.ipynb -------------------------------------------------------------------------------- /regression/lasso regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/lasso regression.ipynb -------------------------------------------------------------------------------- /regression/linear regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/linear regression.ipynb -------------------------------------------------------------------------------- /regression/polynomial-regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/polynomial-regression.ipynb -------------------------------------------------------------------------------- /regression/regularization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/regularization.py -------------------------------------------------------------------------------- /regression/ridge regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/ridge regression.ipynb -------------------------------------------------------------------------------- /regression/sigmoid regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/regression/sigmoid regression.ipynb -------------------------------------------------------------------------------- /results/animation-adagrad-gradientdescent-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/animation-adagrad-gradientdescent-iris.gif -------------------------------------------------------------------------------- /results/animation-adam-gradientdescent-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/animation-adam-gradientdescent-iris.gif -------------------------------------------------------------------------------- /results/animation-evolution-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/animation-evolution-iris.gif -------------------------------------------------------------------------------- /results/animation-gradientdescent-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/animation-gradientdescent-iris.gif -------------------------------------------------------------------------------- /results/animation-momentum-gradientdescent-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/animation-momentum-gradientdescent-iris.gif -------------------------------------------------------------------------------- /results/animation-nesterov-gradientdescent-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/animation-nesterov-gradientdescent-iris.gif -------------------------------------------------------------------------------- /results/animation-rmsprop-gradientdescent-iris.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/animation-rmsprop-gradientdescent-iris.gif -------------------------------------------------------------------------------- /results/gradient-descent.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/gradient-descent.png -------------------------------------------------------------------------------- /results/gradient-evolution.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/gradient-evolution.png -------------------------------------------------------------------------------- /results/mse-gradient.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/results/mse-gradient.png -------------------------------------------------------------------------------- /signal-processing/conv-1d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/signal-processing/conv-1d.ipynb -------------------------------------------------------------------------------- /signal-processing/conv-2d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/signal-processing/conv-2d.ipynb -------------------------------------------------------------------------------- /signal-processing/pass-filters.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/signal-processing/pass-filters.ipynb -------------------------------------------------------------------------------- /timeseries/ARIMA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/ARIMA.ipynb -------------------------------------------------------------------------------- /timeseries/TSLA.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/TSLA.csv -------------------------------------------------------------------------------- /timeseries/anchor-smooth.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/anchor-smooth.ipynb -------------------------------------------------------------------------------- /timeseries/detect-outliers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/detect-outliers.ipynb -------------------------------------------------------------------------------- /timeseries/john-ehlers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/john-ehlers.ipynb -------------------------------------------------------------------------------- /timeseries/linear-weight-moving-average.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/linear-weight-moving-average.ipynb -------------------------------------------------------------------------------- /timeseries/moving-average.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/moving-average.ipynb -------------------------------------------------------------------------------- /timeseries/noise-removal-get.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/noise-removal-get.ipynb -------------------------------------------------------------------------------- /timeseries/seasonal-decomposition.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/timeseries/seasonal-decomposition.ipynb -------------------------------------------------------------------------------- /trees-based/adaboost/classification-iris-adaboost.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/adaboost/classification-iris-adaboost.ipynb -------------------------------------------------------------------------------- /trees-based/bagging/bagging-classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/bagging/bagging-classification.ipynb -------------------------------------------------------------------------------- /trees-based/bagging/bagging-regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/bagging/bagging-regression.ipynb -------------------------------------------------------------------------------- /trees-based/decision-tree/classification-entropy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/decision-tree/classification-entropy.ipynb -------------------------------------------------------------------------------- /trees-based/decision-tree/regression-tree.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/decision-tree/regression-tree.ipynb -------------------------------------------------------------------------------- /trees-based/gradient-boosting/gradient-boosting-classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/gradient-boosting/gradient-boosting-classification.ipynb -------------------------------------------------------------------------------- /trees-based/gradient-boosting/gradient-boosting-regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/gradient-boosting/gradient-boosting-regression.ipynb -------------------------------------------------------------------------------- /trees-based/random-forest/random-forest-classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/random-forest/random-forest-classification.ipynb -------------------------------------------------------------------------------- /trees-based/random-forest/random-forest-regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huseinzol05/Machine-Learning-Numpy/HEAD/trees-based/random-forest/random-forest-regression.ipynb --------------------------------------------------------------------------------