jamesliao2016 Goto Github PK
Name: james liao
Type: User
Bio: work at beijing
Location: beijing
Name: james liao
Type: User
Bio: work at beijing
Location: beijing
100 days of algorithms
Learn Deep Reinforcement Learning in Depth in 60 days
Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.
Implementation of AdaBoost algorithm in Python
Python program that simulates the queuing systems at a small airport from customer arrival to departure
Air Quality Dataset from UCI machine learning rep.
Reinforcement learning with A* and a deep heuristic
:computer: Data Structures and Algorithms in Python
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
A curated list of awesome computer vision resources
【不定期更新中】收集整理的一些网站中(如知乎、Quora、Reddit、Stack Exchange等)与深度学习、机器学习、强化学习、数据科学相关的有价值的问题
List of articles related to deep learning applied to music
The most cited deep learning papers
Sutton and Barto, Reinforcement Learning, Monto Carlo
for code created as part of http://studywolf.wordpress.com
Classification and Regression Trees (CART) in python from scratch.
Fourth: Churn Prediction
Visualizing NYC Citi Bike data.
Ciw is a simulation library for open queueing networks.
This notebook covers the steps for creating a click-through rate (CTR) prediction pipeline, working with the Criteo Labs dataset that was used for a Kaggle competition.
📚 Short pieces of algorithmic code
This is a homework of convex_optimization which implements almost all solutions of LASSO and some solutions of LP, such as cvxpy, gurobi, mosek, gradient descent, proximal primal problem, smoothed primal problem, FISTA, Nesterov second, ADMM and so on. Currently I completed the Chinese 'README', but in the near future, I will try to write an English version.
A Python library for the state-of-art parallel Bayesian optimization algorithms, with the core implemented in C++.
Detecting credit card fraud detection. Selecting an optimum threshold with analysis of confusion matrix and ROC curce
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.