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Reference materials of "Probability & Statistics" IPE 205 course
:books: List of awesome university courses for learning Computer Science!
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome Machine Learning frameworks, libraries and software.
Essential Cheat Sheets for deep learning and machine learning researchers
A Python-embedded modeling language for convex optimization problems.
Analytical Web Apps for Python. No JavaScript Required.
Resources to help you get started with Data Science
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
common data analysis and machine learning tasks using python
Open Source Data Science Resources.
Dashboard to display course analytics to course teams
Fantasy football optimization modeling using integer programming
The Open Source Data Science Masters
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Oxford Deep NLP 2017 course
Data, Benchmarks, and methods submitted to the M5 forecasting competition
ML Online Course Repository. Course videos on online.codingblocks.com
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog
Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.
Google's Operations Research tools:
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
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.