GitHub - blackmarkt/ml_scratch: Machine Learning Models from scratch

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Machine Learning Models from scratch

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Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
.ipynb_checkpoints		.ipynb_checkpoints
optimization		optimization
ABTesting_mb041219.ipynb		ABTesting_mb041219.ipynb
VAR_stats_analysis_mb060519.ipynb		VAR_stats_analysis_mb060519.ipynb
adaBoost_ensemble_scratch_mb040819.ipynb		adaBoost_ensemble_scratch_mb040819.ipynb
biasVariance_bagging_RF_mb040219.ipynb		biasVariance_bagging_RF_mb040219.ipynb
bootstrap.py		bootstrap.py
bootstrap_bagging_mb040919.ipynb		bootstrap_bagging_mb040919.ipynb
cnn_mb042019.ipynb		cnn_mb042019.ipynb
decision_tree.py		decision_tree.py
decision_tree_2.py		decision_tree_2.py
deepLearning_scratch_mb042119.ipynb		deepLearning_scratch_mb042119.ipynb
deepLearning_tensorFlow_mb042019.ipynb		deepLearning_tensorFlow_mb042019.ipynb
gmm_hmm_050819.ipynb		gmm_hmm_050819.ipynb
gradient_descent.py		gradient_descent.py
hmm_ml_mb042819.ipynb		hmm_ml_mb042819.ipynb
kmeans.py		kmeans.py
kmeans_mb032419.ipynb		kmeans_mb032419.ipynb
knn.py		knn.py
knn_mb032619.ipynb		knn_mb032619.ipynb
lda_from_scratch_mb032319.ipynb		lda_from_scratch_mb032319.ipynb
linearRegression_Regularization_mb0419.ipynb		linearRegression_Regularization_mb0419.ipynb
linearRegression_scratch_mb0419.ipynb		linearRegression_scratch_mb0419.ipynb
linear_regression.py		linear_regression.py
logistic_regression.py		logistic_regression.py
lstm_mb042419.ipynb		lstm_mb042419.ipynb
lstm_playground2_mb060519.ipynb		lstm_playground2_mb060519.ipynb
mit_dataScience_optimization_mb041519.ipynb		mit_dataScience_optimization_mb041519.ipynb
ml_linear_refresher_mb040819.ipynb		ml_linear_refresher_mb040819.ipynb
ml_scratch.ipynb		ml_scratch.ipynb
mle_refresher_mb0419.ipynb		mle_refresher_mb0419.ipynb
naiveBayes_mb030219.ipynb		naiveBayes_mb030219.ipynb
nlp_mb033019.ipynb		nlp_mb033019.ipynb
nlp_twitterSentiment_mb040119.ipynb		nlp_twitterSentiment_mb040119.ipynb
pca_from_scratch_mb032219.ipynb		pca_from_scratch_mb032219.ipynb
randomForest_mb041019.ipynb		randomForest_mb041019.ipynb
recommendation_engine_mb052519.ipynb		recommendation_engine_mb052519.ipynb
ridge_regression.py		ridge_regression.py
rnn_crypto_mb042019.ipynb		rnn_crypto_mb042019.ipynb
rnn_neuralNet_mb041819.ipynb		rnn_neuralNet_mb041819.ipynb
rnn_sentdex_mb042019.ipynb		rnn_sentdex_mb042019.ipynb
sentiment_mod.py		sentiment_mod.py
simple_neuralNet_mb041819.ipynb		simple_neuralNet_mb041819.ipynb
svm2_mb032919.ipynb		svm2_mb032919.ipynb
svm_mb032819.ipynb		svm_mb032819.ipynb
theano_tensorflow_hmm_050819.ipynb		theano_tensorflow_hmm_050819.ipynb
var_rnn_playground_mb060519.ipynb		var_rnn_playground_mb060519.ipynb