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100 Days of ML Coding
University Course using Python .
My personal website built with Next.js, Vanilla Extract, and Contentlayer
GBDT(Gradient Boosting Decision Tree) and RF(Random Forest) algorithm is applied on amazon reviews datasets to predict whether a review is positive or negative. Procedure to execute the above task is as follows: • Step1: Data Pre-processing is applied on given amazon reviews data-set. • Step2: Time based splitting on train and test datasets. • Step3: Apply Feature generation techniques(BOW,TF-IDF,avg w2v,tfidfw2v) • Step4: Apply GBDT(Gradient Boosting Decision Tree) algorithm using each technique. • Step5: Apply RF(Random Forest) algorithm using each technique. • Step6: To find Number of Base learners(m) using gridsearch cross-validation in case of RF(Random Forest) algorithm . • Step7: To find Number of Base learners(m),depth,learning rate(v) using gridsearch crossvalidation in case of RF(Random Forest) algorithm. 0.2 Objective: • To classify given reviews (positive (Rating of 4 or 5) & negative (rating of 1 or 2)) using GBDT(Gradient Boosting Decision Tree) and RF(Random Forest) algorithm .
Image color extraction #Python #sklearn
A curated collection of free Machine Learning related eBooks
A collection of notes and codes of my Msc course on Machine Learning
Repository for the book Grokking Machine Learning, by Manning Editors
practice some ML stuff
:alien: Open Source Bangla Machine Learning Book :gift:
A python module of handy tools and functions, mainly for ML and Kaggle
Neural Network Projects with Python, Published by Packt
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
University course !
Machine Learning algorithms implemented from scratch
VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
Coding Train website
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.