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Scikit-learn Advanced Features | Data Science
It demonstrates some useful scikit-learn concepts in transforming features, pipelining, grid search, and much more.
machine-learning scikit-learn data-science feature-engineering
Curated papers & articles on DS & ML in production
Learn how organizations & business solved machine learning problems, including problem statement, research, methodology, and results.
data-science machine-learning production paper
Which machine learning algorithm to choose?
In this article, we show you structured methodology and guidelines which will help you to select the best algorithm for your use.
machine-learning regression classification article
AutoML clone
AutoMl clone that lets you build and deploy ML models with 0 lines of code
convolutional-neural-networks machine-learning automl fastai
Extension to block NSFW content using AI
NSFW Filter is an extension that blocks NSFW content from your browser. It uses a computer vision model to detect NSFW content and hides it from the user.
machine-learning computer-vision tensorflow tensorflow-js
Cancer Diagnosis using ML Techniques
In this project we will be discussing how to predict the effect of Genetic Variants to enable Personalized Medicine for various types of cancer using ML ...
machine-learning cancer support-vector-machines logistic-regression
2020 Machine Learning Roadmap
A beginner mind map (and presentation) connecting many of the most foundational concepts in machine learning.
machine-learning data-science introduction beginner
A Python framework for Automated Machine Learning (AutoML), hyperparameter tunning and program synthesis in general.
automl python machine-learning code
Experimental Exploratory Data Analysis for a Classification Task
Expand the traditional EDA in a wider pipeline looking for the impact of each action into the behaviour of models. Exploratory Data & Models Analysis
exploratory-data-analysis classification machine-learning logistic-regression
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