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.ipynb_checkpoints
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Working linear regression by hand.
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2024-05-09 22:17:24 -05:00 |
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3dGraphing
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Did stuff
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2024-07-11 07:15:03 -05:00 |
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catsAndDogs
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did some stuff with visualization and other stuff.
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2024-10-28 00:13:59 -05:00 |
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cnnPlayground
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92% on mnist fashion with cnn.
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2024-07-01 13:21:16 -05:00 |
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correlationCoefficient
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Completed implementation of person's correlation coefficient calculation.
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2024-05-17 20:43:42 -05:00 |
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creditCardFraud
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Updated metrics for model eval.
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2024-07-16 11:16:30 -05:00 |
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dataScienceSalaries
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did stuff
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2024-10-28 22:45:11 -05:00 |
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dataViz
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Wanted to mess with one hot encoder.
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2024-08-08 18:11:02 -05:00 |
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decisionTreeClassifierFromScratch
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NN sorting seems... possibly a valid avenue of research.
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2024-11-07 19:26:18 -06:00 |
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decisionTreeRegression
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Completed notes and implementation of gradient boosting and adaboosting for ensembles.
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2024-06-10 09:56:10 -05:00 |
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deepSorting
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Wrote code for matmul, dp vector matrix, and dp vector vector.
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2024-11-14 20:00:16 -06:00 |
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depression
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Stupid dataset.
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2024-08-08 16:15:03 -05:00 |
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diabetes
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added polynomial feature logistic regression.
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2024-07-17 18:03:16 -05:00 |
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embeddings
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Did some image and text manipulation stuff.
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2024-07-01 08:14:14 -05:00 |
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fashionMNIST
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implemented data augmentation.
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2024-07-01 18:20:00 -05:00 |
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fromScratch
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Added from scratch directory
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2026-02-15 20:26:39 -06:00 |
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gradientDescent
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Wrote code to do softmax regression, logistic regression, stochastic gd, and gd for polynomial regression.
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2024-06-05 20:15:07 -05:00 |
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housingPricePredictions
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Did stuff
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2024-07-12 19:18:15 -05:00 |
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imageManipulation
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Did some image and text manipulation stuff.
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2024-07-01 08:14:14 -05:00 |
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imageSegmentation
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Moved around files and began working with MLPs for regression and classification. I also worked through some clustering with DBSCAN (neighbors) and kmeans.
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2024-06-11 05:36:16 -05:00 |
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inverseFunction
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Did stuff
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2024-07-09 16:15:34 -05:00 |
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irisClassification
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did some stuff with visualization and other stuff.
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2024-10-28 00:13:59 -05:00 |
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linearRegression
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Did stuff
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2024-07-11 07:15:03 -05:00 |
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meanAbsoluteError
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Added data and git ignore
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2024-05-14 21:11:25 -05:00 |
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middleSchoolExamCheating
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Predict cheating for students based on scores.
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2024-06-27 10:42:03 -05:00 |
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minMaxScaling
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Completed some stuff
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2024-05-24 19:06:48 -05:00 |
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mnist
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Wrote code for matmul, dp vector matrix, and dp vector vector.
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2024-11-14 20:00:16 -06:00 |
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moonsClassification
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Moved around files and began working with MLPs for regression and classification. I also worked through some clustering with DBSCAN (neighbors) and kmeans.
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2024-06-11 05:36:16 -05:00 |
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nnFromScratch
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revised mat mul
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2024-11-14 20:16:32 -06:00 |
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nnPruning
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finished some stuff
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2024-10-24 20:57:50 -05:00 |
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nnTextGeneration
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Created model.
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2024-06-30 22:29:26 -05:00 |
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phishingClassification
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MN NB
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2024-06-29 13:14:42 -05:00 |
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playingWithClustering
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Moved around files and began working with MLPs for regression and classification. I also worked through some clustering with DBSCAN (neighbors) and kmeans.
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2024-06-11 05:36:16 -05:00 |
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plotlyTesting
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Did stuff
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2024-07-12 19:18:15 -05:00 |
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radialBasisFunction
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Worked on transforms to change distributions (log for right/left skew etc.)
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2024-05-29 21:23:47 -05:00 |
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randomForestRegressor
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Completed regression problem for housing using random forest.
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2024-06-03 21:56:00 -05:00 |
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recidivism
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Created some more models for student performance
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2024-06-26 23:00:27 -05:00 |
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rootMeanSquareError
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Added data and git ignore
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2024-05-14 21:11:25 -05:00 |
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sigmoidFunction
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Completed some stuff
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2024-05-24 19:06:48 -05:00 |
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spamFilter
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Created Neural Network for spam filtering achieving 86 accuracy.
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2024-06-25 17:31:17 -05:00 |
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standardization
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updated
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2024-05-25 16:15:58 -05:00 |
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studentPerformance
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Created some more models for student performance
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2024-06-26 23:00:27 -05:00 |
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svmRegression
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some stuff
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2024-06-06 23:54:24 -05:00 |
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tensors
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Did diagramming and some stuff
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2024-06-24 21:13:41 -05:00 |
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trickAIImageDetection
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Moved things
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2024-10-25 18:13:58 -05:00 |
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.gitignore
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finished some stuff
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2024-10-24 20:57:50 -05:00 |
