Loandefault PredictionLending Club Loan data analysis
Stars: ✭ 113 (+527.78%)
Mutual labels: jupyter-notebook, data-science, data-analysis, machine-learning-algorithms
Model Describermodel-describer : Making machine learning interpretable to humans
Stars: ✭ 22 (+22.22%)
Mutual labels: data-science, data-analysis, data-mining, machine-learning-algorithms
Cookbook 2ndIPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
Stars: ✭ 704 (+3811.11%)
Mutual labels: jupyter-notebook, data-science, data-analysis, data-mining
Pydataroadopen source for wechat-official-account (ID: PyDataLab)
Stars: ✭ 302 (+1577.78%)
Mutual labels: jupyter-notebook, data-science, data-analysis, data-mining
Data Science Resources👨🏽🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋
Stars: ✭ 171 (+850%)
Mutual labels: jupyter-notebook, data-science, data-analysis, data-mining
Machine learning for goodMachine learning fundamentals lesson in interactive notebooks
Stars: ✭ 142 (+688.89%)
Mutual labels: jupyter-notebook, data-science, data-analysis, data-mining
ArticlesA repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci
Stars: ✭ 350 (+1844.44%)
Mutual labels: jupyter-notebook, data-science, data-analysis, machine-learning-algorithms
Python Machine Learning BookThe "Python Machine Learning (1st edition)" book code repository and info resource
Stars: ✭ 11,428 (+63388.89%)
Mutual labels: jupyter-notebook, data-science, data-mining, machine-learning-algorithms
Amazing Feature EngineeringFeature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
Stars: ✭ 218 (+1111.11%)
Mutual labels: jupyter-notebook, data-science, data-analysis, data-mining
Cookbook 2nd CodeCode of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]
Stars: ✭ 541 (+2905.56%)
Mutual labels: jupyter-notebook, data-science, data-analysis, data-mining
Agile data code 2Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition
Stars: ✭ 413 (+2194.44%)
Mutual labels: jupyter-notebook, data-science, machine-learning-algorithms
Jupyter pivottablejsDrag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js
Stars: ✭ 428 (+2277.78%)
Mutual labels: jupyter-notebook, data-science, data-analysis
Data ScienceCollection of useful data science topics along with code and articles
Stars: ✭ 315 (+1650%)
Mutual labels: jupyter-notebook, data-science, data-analysis
Mli ResourcesH2O.ai Machine Learning Interpretability Resources
Stars: ✭ 428 (+2277.78%)
Mutual labels: jupyter-notebook, data-science, data-mining
PyodA Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Stars: ✭ 5,083 (+28138.89%)
Mutual labels: data-science, data-analysis, data-mining
Interpretable machine learning with pythonExamples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Stars: ✭ 530 (+2844.44%)
Mutual labels: jupyter-notebook, data-science, data-mining
Quantitative NotebooksEducational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy
Stars: ✭ 356 (+1877.78%)
Mutual labels: jupyter-notebook, data-science, data-analysis
CoursesQuiz & Assignment of Coursera
Stars: ✭ 454 (+2422.22%)
Mutual labels: jupyter-notebook, data-science, data-analysis
Machine learning refinedNotes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
Stars: ✭ 750 (+4066.67%)
Mutual labels: jupyter-notebook, data-science, machine-learning-algorithms