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Jan 21, 2020 - Jupyter Notebook
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one-hot-encoding
Here are 171 public repositories matching this topic...
Korean OCR Model Design(한글 OCR 모델 설계)
training ocr recognition deep-learning keras cnn dataset korean convolutional-neural-networks gpu-tensorflow activate activation-functions integer-encoding one-hot-encoding
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Aug 12, 2020 - Python
When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
multi-task-learning graph-attention-networks one-hot-encoding feature-cross feature-fusion-network traffic-speed-prediction travel-time-prediction spatio-temporal-correlation holistic-attention travel-time-estimate
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Jul 19, 2023 - Python
Keras implementation of multi-label classification of movie genres from IMDB posters
keras image-classification cnn-keras fine-tuning-cnns imagedatagenerator keras-tutorial movie-genre-classification multi-label-image-classification one-hot-encoding
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May 14, 2020 - Jupyter Notebook
Case-based Reasoning (CBR) System
machine-learning jupyter-notebook artificial-intelligence case-based-reasoning mahalanobis-distance one-hot-encoding
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Apr 8, 2020 - Jupyter Notebook
This project showcases a Network Intrusion Detection System (NIDS) designed to bolster cybersecurity defenses against evolving threats
python random-forest svm sklearn xgboost ensemble-learning matplotlib knn principal-component-analysis datamining network-intrusion-detection voting-classifier nsl-kdd recursive-feature-elimination label-encoding gaussian-naive-bayes one-hot-encoding
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Dec 10, 2024
NLP tutorials and guidelines to learn efficiently
word2vec word-embeddings bow glove stopwords bigrams cbow tokenization stemming lemmatization unigram tf-idf-vectorizer one-hot-encoding
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Jan 17, 2023
We tried in this notebook to predict student admissions to graduate school at UCLA based on three pieces of data.
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Mar 10, 2022 - Jupyter Notebook
This project involves training of Machine Learning models to predict the Heart Failure for Heart Disease event. In this KNN gives a high Accuracy of 89%.
machine-learning machine-learning-algorithms medical machinelearning k-means heart-disease heart-failure knn-classifier heart-disease-prediction one-hot-encoding heart-disease-dataset heart-failure-prediction
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Dec 13, 2021 - Jupyter Notebook
Classification - Term Deposit Opening Decision
python machine-learning random-forest classification logistic-regression confusion-matrix k-nearest-neighbors one-hot-encoding
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Apr 5, 2020 - Jupyter Notebook
Natural Language Processing In Actions
nlp machine-learning deep-learning neural-network text-classification tensorflow word2vec sklearn keras spacy bag-of-words tf-idf vectorization text-processing one-hot-encoding
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Aug 25, 2021 - Jupyter Notebook
Using Natural Language Processing techniques, to predict diacritics of an Arabic Text.
nlp word2vec embeddings lstm rnn diacritics arabic one-hot-encoding tashkeel arabic-text-diacritization
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Feb 15, 2024 - Jupyter Notebook
Credito - Credit Risk Analysis using XGBoost Classifier with RandomizedSearchCV for loan approval decisions.
banking flask-application logistic-regression hyperparameter-tuning decision-tree-classifier loan-default-prediction pythonanywhere label-encoding credit-risk-assessment one-hot-encoding xgboost-classifier randomizedsearchcv model-pickle
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Jul 1, 2023 - Jupyter Notebook
Revolutionize sales forecasting for Rossmann stores with our high-accuracy XGBoost model, leveraging data analysis, feature engineering, and machine learning to predict sales up to six weeks in advance.
visualization machine-learning exploratory-data-analysis statistical-analysis model-selection xgboost lightgbm data-analysis outlier-detection regularization data-preprocessing decision-trees feature-engineering transformation data-gathering data-cleaning model-evaluation random-forests regression-analysis one-hot-encoding
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Jun 4, 2023 - Jupyter Notebook
Feature Engineering
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Mar 19, 2023 - Jupyter Notebook
💚 A heart disease classifier using 4 SVM kernels and decision trees, with PCA, ROC, pruning, grid search cv, confusion matrix, and more
svm rbf-kernel pca pruning confusion-matrix roc decision-tree decision-tree-classifier svm-classifier linear-kernel one-hot-encoding grid-search-cross-validation cost-complexity-pruning poly-kernel sigmoid-kernel
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Dec 10, 2020 - Jupyter Notebook
Neural Network from scratch using Python and NumPy, featuring forward/backward propagation and basic optimizers. Perfect for learning deep learning fundamentals.
gradient-descent backward-propagation forward-propagation one-hot-encoding parameter-initialization neural-network-implementation
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Mar 25, 2024 - Jupyter Notebook
feature-selection feature-engineering categorical-features onehot-encoder onehot-encoding one-hot-encoding onehotencoder ordinary-feature frequency-enconding
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May 28, 2023 - Jupyter Notebook
Feature Engineering
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Mar 19, 2023 - Jupyter Notebook
This repository covers my code using regression models to predict if a customer would be exiting a bank or not. It also capture the use classification models to classify if a customer has left the bank or not (binary classification).
machine-learning linear-regression exploratory-data-analysis data-visualization feature-selection logistic-regression data-preprocessing decision-tree-classifier decision-tree-regression random-forest-classifier label-encoding random-forest-regression one-hot-encoding
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Oct 11, 2023 - Jupyter Notebook
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