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rasgointelligence / feature-engineering-tutorials

Data Science Feature Engineering and Selection Tutorials

python data-science machine-learning tutorial jupyter notebook scikit-learn exploratory-data-analysis tutorials pandas feature-selection xgboost feature-engineering features data-cleaning pandas-profiling sweetviz pyrasgo

Updated May 22, 2024
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flo7up / relataly-public-python-tutorials

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Beginner-friendly collection of Python notebooks for various use cases of machine learning, deep learning, and analytics. For each notebook there is a separate tutorial on the relataly.com blog.

python twitter-bot data-science machine-learning reinforcement-learning deep-learning time-series neural-network recurrent-neural-networks feature-selection openai neural-networks stock-price-prediction churn-prediction keras-tensorflow stock-market-prediction time-series-prediction time-series-forecasting scikit-learn-python openai-api

Updated Aug 9, 2023
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arnaldog12 / Machine_Learning

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Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.

python machine-learning neural-network naive-bayes linear-regression machine-learning-algorithms regression feature-selection logistic-regression kmeans adaboost decision-trees polynomial-regression knn principal-component-analysis redes-neurais-artificiais linear-discriminant-analysis multilinear-regression

Updated Apr 27, 2022
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konodyuk / kts

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Interactive ML Toolset

python data-science machine-learning tutorial pipeline notebook parallel-computing kaggle feature-selection feature-extraction ensemble-learning feature-engineering reproducibility categorical-features

Updated Apr 14, 2020
Python

alexmascension / triku_notebooks

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python notebook feature-selection

Updated Jun 15, 2022
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sgirolkar / AIML-Practice

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Sameer Girolkar's AIML practice Notebooks

computer-vision eda aiml feature-selection supervised-learning unsupervised-learning neural-network-example model-tuning introduction-to-nlp ensemble-techniques

Updated Mar 29, 2023
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Vidhi1290 / Machine-learning-Pipeline

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Explore a collection of Jupyter notebooks that guide you through various stages of the machine learning pipeline. From data analysis and feature engineering to model training and deployment, these notebooks provide practical insights for both beginners and experienced data enthusiasts. Let's dive into the world of data-driven decision-making! 📊🚀"

python machine-learning opensource jupyter machine-learning-algorithms jupyter-notebook feature-selection data-analysis feature-engineering model-training machine-learning-pipeline new-dataset

Updated Aug 29, 2023
Jupyter Notebook

alexoliveros92 / Collaboration_prediction_Neo4J

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Relationship prediction between nodes using Neo4J and Jupiter Notebook

python neo4j graph-algorithms community-detection feature-selection graph-analysis triangle-counting cypher-query-language clustering-coefficient random-forest-classifier common-neighbors

Updated May 11, 2023
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pjbk / A-Gist-of-Feature-Selection-Techniques-with-Python

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In this notebook, I have shed some light on some useful feature selection techniques simply you can use in Machine Learning.

python data-science machine-learning feature-selection

Updated Jul 9, 2021
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BenjaminRegler / tcmi

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This interactive notebook includes the original implementation of total cumulative mutual information (TCMI) to reproduce the main results presented in the publication "TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions" (DOI: 10.1007/s10618-022-00847-y) (Preprint: https://arxiv.org/abs/2001.11212).

machine-learning research information-theory feature-selection materials-science mutual-information dependence-measure

Updated Jul 30, 2022
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UdeshikaDissa / Machine-Learning_Supervised-Learning

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Predicting the Contraceptive Method Choice of a Woman Based on Demographic and Socio-economic Characteristics - The objective of this study is to to predict the contraceptive methods (no use, long-term methods, or short-term methods) of a woman based on her demographic and socio-economic characteristics. A data-set of 1473 married women with the…

machine-learning jupyter-notebook feature-selection naive-bayes-classifier supervised-learning confusion-matrix data-preprocessing decision-tree-classifier f1-score knn-classification classification-model hyper-parameter-tuning paired-t-test socio-economic-characteristics

Updated May 12, 2021
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erikerlandson / feature-reduction-talk

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Notebook image and notebook for feature reduction talk

scala apache-spark openshift random-forest jupyter-notebook feature-selection t-digest feature-engineering feature-reduction

Updated Jun 5, 2017
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shawnhan108 / nature-notebook

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A set of notebooks that leverage classical ML algorithms and DL neural nets using TF, Keras and Theano to address a series of issues in the field of conservation and biology.

Updated Jul 29, 2020
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praj2408 / Projects-Jupyter-Notebooks

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Exploratory Data Analysis of Various datasets

statistics exploratory-data-analysis jupyter-notebook feature-selection feature-engineering

Updated Jan 9, 2024
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aditya11ad / ML-course

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Best for beginners | Well explained ML algorithms | organized Notebooks | Case Studies

visualization data-science machine-learning exploratory-data-analysis cross-validation regression feature-selection classification recall outlier-detection feature-engineering precision imbalanced-data f1-score sklearn-library

Updated May 28, 2024
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divyansh1195 / Kaggle-Exercise-Notebooks

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This repository contains notebooks in which I have implemented ML Kaggle Exercises for academic and self-learning purposes. In my notebooks, I have implemented some basic processes involved in ML Data Processing like How to take care of Missing Values, Handling Categorical Variables, and operations like mapping, 'Grouping', 'Sorting', 'Renaming …

machine-learning-algorithms transformations data-visualization feature-selection data-structures operations data-analysis python-3 feature-engineering cleaning-data kaggle-datasets exercise-notebooks kaggle-exercises

Updated Sep 13, 2020
Jupyter Notebook

satyamgupta53 / machine-learning-notebooks

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Extensive Collection of Jupyter Notebooks focused on Machine Learning covering different techniques includes Feature Engineering, Feature Selection, Feature Extraction, Model Training & Testing.

python3 feature-selection feature-extraction feature-engineering model-training-and-evaluation