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📢 Ready to learn or review your knowledge! You will learn 10 skills as data scientist: 📚 Python, Machine Learning, Deep Learning, Data Cleaning, EDA, python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Agent-based computational Economics, the Python library that makes AB modelling easier
阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构
机器学习技术研究室——by阿布量化小组
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
In general, the simulation is in a Geometric Brownian Motion framework, and with some modifications. I first visualize price and daily returns to find some trend and features of that stock, then I use the analytical insights to construct the model that can capture as much information as possible. Finally, I quantify the information, and put them into my simulation model.
This is a course-based project working upon the econophysics.
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Performance analysis of predictive (alpha) stock factors
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
An index of algorithms for learning causality with data
A curated list of community detection research papers with implementations.
A curated collection of links for economists
**的Quant相关资源索引
Simple example of blockchain using flask in python.
黑马程序员 120天全栈区块链开发 开源教程
基于Python3区块链简单Demo,帮助了解区块链。
Interactive Data Visualization in the browser, from Python
Bokeh中文文档(翻译中)
Interactive Web Plotting with Bokeh in IPython notebook
A Bokeh project developed for learning and teaching Bokeh interactive plotting!
Crossmodal Supervised Learning Toolkit using High-Performance Extreme Learning Machines over the audio-visual-textual data
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
:earth_americas: Simple and ready-to-use deep learning examples for the Microsoft Cognitive Toolkit (CNTK)
A numerical 2D Fokker-Planck ion drift kinetic equation solver
Implements of community detection algorithms
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.