pengyan-sophia Goto Github PK

aerosolve

A machine learning package built for humans.

alphatrading

An workflow in factor-based equity trading, including factor analysis and factor modeling. For well-established factor models, I implement APT model, BARRA's risk model and dynamic multi-factor model in this project.

awesome-python-cn

Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等

bayesian-analysis-with-python

《用Python做贝叶斯分析》

bmc

Notes on Scientific Computing for Biomechanics and Motor Control

corner.py

Make some beautiful corner plots.

coursera-university-of-washington

University of Washington

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

d3py

a plottling library for python, based on D3

deeplearningbook

MIT Deep Learning Book in PDF format

dlcv_for_beginners

example codes for a book in press

echarts-stat

Statistics tool for ECharts

fishtaobao_scrawler

gafish.github.com

gafish's Blog

geocoord

**各省市经纬度

geoplotlib

python toolbox for visualizing geographical data and making maps

graphlab

* See all my Machine Leaning projects ! : Adaboost ensemble, Latent Dirichlet Allocation, Decision tree, Kmean, Logistic Regression, Latent Dirichlet Allocation , TF-IDF, Clustering, Image classification, Sentiment analysis, Recommendation, Gaussian Mixture Model, Nearest neighbors.

hangzhou_house_knowledge

2017年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to everyone.

kaggle-web-traffic

1st place solution

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

learnpython

以撸代码的形式学习Python

lsm_convertible_bond

可传债定价模型LSM、BSM、BSM_Pro 模型

nyspider

各种爬虫---大众点评,安居客，58，人人贷，拍拍贷, IT桔子,拉勾网，豆瓣,搜房网,ASO100,气象数据,猫眼电影,链家,PM25.in...

paipaidai

notebook at paipaidai

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pdfminer3k

Python 3 port of pdfminer

pengyan-sophia.github.io

This is pengyan's blog

predicting_stock_prices

This is the coding challenge for "Predicting Stock Prices" by @Sirajology on Youtube

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano