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Name: Pin-Ju Tien
Type: User
Name: Pin-Ju Tien
Type: User
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
📚 Papers by organizations sharing their work on applied data science & machine learning.
Free Data Engineering course!
Examples of Data Science projects and Artificial Intelligence use cases
Source code for the blog post on the evolution of the asset allocation methods
TensorFlow implementation of Deep Reinforcement Learning papers
A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)
Awesome emacs config files
Tooling for GANs in TensorFlow
Google Research
A toolkit for developing and comparing reinforcement learning algorithms.
Tuning hyperparams fast with Hyperband
Distributed Asynchronous Hyperparameter Optimization in Python
Attributing predictions made by the Inception network using the Integrated Gradients method
Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.
A booklet on machine learning systems design with exercises
Mastering Python for Finance – Second Edition, published by Packt
Models and examples built with TensorFlow
Monte Carlo simulations of several different multi-armed bandit algorithms and a comparison with classical statistical A/B testing
Deep neural network kernel for Gaussian process
Python implementation of TextRank for text document NLP parsing and summarization
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.
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.