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Resources for developers using Python for scientific computing and quantitative analysis

You are here: Home / Archives for 2015

Archives for 2015

Latest Python Resources (check out PyQuant Books)

Scalable Machine Learning using Spark and Python youtube.com

Published November 13, 2015 under Machine Learning

Apache Spark, Machine Learning, Python

Open Source Software Library for Machine Intelligence tensorflow.org

Published November 13, 2015 under Machine Learning

Machine Learning, Open Source, Python

A Framework for Distributed Deep Learning Layer Design in Python claymcleod.github.io

Published October 30, 2015 under Machine Learning

Machine Learning, Python

How to look up a Short Interest with Python mktstk.wordpress.com

Published October 9, 2015 under Trading

Python, Trading

The Blaze Ecosystem blaze.pydata.org

Published October 6, 2015 under Python

Data Science, Python

Graph Databases for Python Users youtube.com

Published October 5, 2015 under Python

Graph, Neo4j, Python

Deep Learning Libraries by Language teglor.com

Published October 5, 2015 under Machine Learning

Deep Learning, Machine Learning, Python

Hacking the Random Walk Hypothesis turingfinance.com

Published September 17, 2015 under Quant Finance

Python, Quant Finance

Modern Methods for Sentiment Analysis districtdatalabs.silvrback.com

Published September 17, 2015 under Python

Machine Learning, NLP, Python

Python For Finance Certification fitchlearning.com

Published September 15, 2015 under Python

Python, Quant Finance, Trading

Simple Genetic Algorithm In 15 Lines Of Python outlace.com

Published September 11, 2015 under Machine Learning

Data Science, Machine Learning, Python

Implementing a Neural Network from Scratch wildml.com

Published September 11, 2015 under Machine Learning

Data Science, Machine Learning, Python

Pineapple – Standalone frontend to IPython for Mac nwhitehead.github.io

Published September 11, 2015 under Python

Data Science, Mac, Python

Predicting future returns of trading algorithms: Bayesian cone blog.quantopian.com

Published September 11, 2015 under Quant Finance

Quant Finance, Trading

The PyParallel Project pyparallel.org

Published September 7, 2015 under Python

Python

Cohort Analysis with Python gregreda.com

Published August 28, 2015 under Data Science

Data Science, Python

Parallelizing numpy array loops with Cython and OpenMP perrygeo.com

Published August 28, 2015 under Python

Python

pyfolio – Performance and Risk Analysis for Quantopian/Zipline quantopian.github.io

Published August 28, 2015 under Quant Finance

Python, Quant Finance

Ibis: Scaling the Python Data Experience ibis-project.org

Published August 17, 2015 under Python

Big Data, Data Science, Python

deepy: Highly extensible deep learning framework based on Theano github.com

Published August 17, 2015 under Machine Learning

Machine Learning, Python

Three Useful Python Libraries for Startups blog.instavest.com

Published August 17, 2015 under Python

Python, Startup

Faster deep learning with GPUs and Theano blog.dominodatalab.com

Published August 4, 2015 under Machine Learning

GPU, Machine Learning, Python

Operations in Pandas beta.oreilly.com

Published August 4, 2015 under Data Science

Data Science, Pandas, Python

Hinton Dropout in 3 Lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Machine Learning, Neural Network, Python

A Neural Network in 13 lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Machine Learning, Neural Network, Python

6 Differences Between Pandas And Spark DataFrames medium.com

Published August 4, 2015 under Python

Apache Spark, Pandas, Python

Militarizing Your Backyard with Python – Computer Vision and Squirrel Hordes pyvideo.org

Published July 10, 2015 under Computer Vision

Computer Vision

Think Bayes greenteapress.com

Published July 9, 2015 under Python

Machine Learning, Python

Introduction to Artificial Neural Networks theprojectspot.com

Published July 9, 2015 under Machine Learning

Machine Learning, Neural Network

Quasi-Monte Carlo methods for the Heston model arxiv.org

Published July 8, 2015 under Quant Finance

Quant Finance

Numba vs. Cython: Take 2 jakevdp.github.io

Published July 8, 2015 under Python

Cython, Numba, Python

Probability Distribution Parameterizations in SciPy johndcook.com

Published July 7, 2015 under Machine Learning

Machine Learning, Python, Statistics

Baye’s Theorem Illustrated lesswrong.com

Published July 7, 2015 under Machine Learning

Machine Learning

Forecasting with Option Implied Information papers.ssrn.com

Published July 6, 2015 under Quant Finance

Quant Finance, Trading

Predicting Financial Markets – Comparing News, Twitter and Search Engine Data arxiv.org

Published July 6, 2015 under Quant Finance

Quant Finance

Non-Gaussianity of the Intraday Returns Distribution and its Evolution in Time arxiv.org

Published July 6, 2015 under Quant Finance

Quant Finance

Selecting the Best Model in scikit-learn Using Cross Validation youtube.com

Published July 5, 2015 under Machine Learning

Machine Learning, Python

Working With Large Excel Files in Pandas realpython.com

Published July 5, 2015 under Python

Data Science, Pandas, Python

Spark Tutorial: Learning Apache Spark with PySpark nbviewer.ipython.org

Published July 5, 2015 under Data Science

Apache Spark, Data Science, PySpark

Bayesian Methods for Hackers github.com

Published June 26, 2015 under Python

Machine Learning, Python

Natural Language Toolkit nltk.org

Published June 26, 2015 under Machine Learning

Machine Learning, NLP

Building Machine Learning Systems with Python metarabbit.wordpress.com

Published June 26, 2015 under Python

Machine Learning, Python

Sentiment Analysis in Python andybromberg.com

Published June 26, 2015 under Python

Machine Learning, Python, Sentiment Analysis

Computational Methods in Bayesian Analysis plot.ly

Published June 25, 2015 under Machine Learning

Bayesian Analysis, Machine Learning, Python

Introduction to PyTables video tutorial showmedo.com

Published June 25, 2015 under Python

PyTables, Python

Python Web Programming wiki.python.org

Published June 25, 2015 under Python

Python

Intermediate and Advanced Software Carpentry in Python ivory.idyll.org

Published June 25, 2015 under Python

Python

JPMorgan Equity Factor Book thinkfn.com

Published June 24, 2015 under Investing

Investing, Trading

Tentative NumPy Tutorial scipy.org

Published June 24, 2015 under Python

Numpy, Python

NumPy Reference docs.scipy.org

Published June 24, 2015 under Python

Numpy, Python

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