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10-steps-to-become-a-data-scientist

📢 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-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

50-ggplot-python

abce

Agent-based computational Economics, the Python library that makes AB modelling easier

abu

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

abu_ml

机器学习技术研究室——by阿布量化小组

adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

advance-simulation-methods-project-for-stock-price-forecasting

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.

agent-based-simulation

This is a course-based project working upon the econophysics.

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

alphalens

Performance analysis of predictive (alpha) stock factors

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-community-detection

A curated list of community detection research papers with implementations.

awesome-economics

A curated collection of links for economists

awesome-quant

**的Quant相关资源索引

basemap

block-chain-example

Simple example of blockchain using flask in python.

blockchain

黑马程序员 120天全栈区块链开发 开源教程

blockchainsimpledemo

基于Python3区块链简单Demo，帮助了解区块链。

bokeh

Interactive Data Visualization in the browser, from Python

bokeh-cn

Bokeh中文文档（翻译中）

bokeh-notebooks

Interactive Web Plotting with Bokeh in IPython notebook

bokeh-python-visualization

A Bokeh project developed for learning and teaching Bokeh interactive plotting!

cerebrum

Crossmodal Supervised Learning Toolkit using High-Performance Extreme Learning Machines over the audio-visual-textual data

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

cntk-world

:earth_americas: Simple and ready-to-use deep learning examples for the Microsoft Cognitive Toolkit (CNTK)

codion

A numerical 2D Fokker-Planck ion drift kinetic equation solver

communitydetection

Implements of community detection algorithms

convergentcrossmapping