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Code repository for Advanced Machine Learning with Python, published by Packt
Minimal examples of data structures and algorithms in Python
Our Submission for Analyze This 2017 ( Leader Board Rank 10 )
The most cited deep learning papers
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
A curated list of awesome Machine Learning frameworks, libraries and software.
R package for split test/one-armed bandit analysis
Bandit learning on top of Neural Monkey, an open-source tool for sequence learning in NLP built on TensorFlow. Bandit-learning objectives in branch bandits-master.
Bayesian Analysis with Python by Packt
A Python library implementing Bayesian methods for solving estimation and forecasting problems in time series analysis
Model Calibration with Neural Networks
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules"
The CQF program
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Introduction to Data Science in Python
Introduction to Deep Neural Networks with Keras and Tensorflow
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Deep learning workshop materials
A list of recent papers regarding deep reinforcement learning
Tutorials for DLVC NPTEL MOOC
Dual Staged Attention Model for Time Series prediction
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe
Books
Data Science Resources (Mostly Free)
Our Submission for GS quantify 2017 ( selected among 3 finalists for on-site finals )
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
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.