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📚 Curated papers, articles & videos on data science & machine learning applied in production, with results.
Bayesian optimization in PyTorch
Data Mining of Caravan Insurance Data Set Using R
Cheat Sheets
A curated set of resources for data science, machine learning, artificial intelligence (AI), data and text analytics, data visualization, big data, and more.
It consists of examples, assignments discussed in data science course at algorithmica.
It consists of all code examples discussed as part of deep learning course taken at algorithmica
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
Topic Modelling for Humans
Notebooks and code for the book "Introduction to Machine Learning with Python"
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Oxford Deep NLP 2017 course
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
Tutorial on scikit-learn and IPython for parallel machine learning
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
machine learning and deep learning tutorials, articles and other resources
Python codes for common Machine Learning Algorithms
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
A collection of machine learning examples and tutorials.
matplotlib: plotting with Python
Machine Learning Tutorial in IPython Notebooks
R Code
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
A scalable machine learning library on Apache Spark
PRML algorithms implemented in Python
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.