nanoresearch Goto Github PK

python-narrative-journey

Repo of Files for Python Narrative Journey Course

python-reference

Python 2.7 Quick Reference

python_for_finance_gui_regression_etc

Linear Regression Python (sklearn, numpy, pandas)

python_reference

Useful functions, tutorials, and other Python-related things

rossmann_store_sales

Implementation of linear regression used for predicting the sales of Rossmann in the following kaggle competition: https://www.kaggle.com/c/rossmann-store-sales

rtree

Rtree: spatial index for Python GIS ¶

salary-prediction

Salary Prediction Regression Competition in Kaggle also my Second Assignment in PRML course.

scikit-learn

scikit-learn: machine learning in Python

scikit-learn-book

Source code for the "Learning scikit-learn: Machine Learning in Python"

scikit-learn-videos

IPython notebooks from the scikit-learn video series

scipy-2016-sklearn

Scikit-learn tutorial at SciPy2016

scipy-lecture-notes

Tutorial material on the scientific Python ecosystem

scipy-lecture-notes_cn

Pytho科学计算生态的介绍的中文翻译，英文原文地址：

scipyus2016_dl-image

Introduction to Deep Learning for Image Recognition

sklearn-cookbook

My code from the Scikit-Learn Cookbook

sklearn_pycon2015

Materials for my Pycon 2015 scikit-learn tutorial.

sklearn_tutorial

Materials for my scikit-learn tutorial

smact

'Semiconducting Materials from Analogy and Chemical Theory' - A python package to aid materials design

statistical-analysis-python-tutorial

Statistical Data Analysis in Python

statlearning-notebooks

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).

statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

statsmodels

Statsmodels: statistical modeling and econometrics in Python

thglab

Work for THG Lab

timeseriesanalysiswithpython

Time Series Analysis with Python

titanic

Example code for solving the Titanic prediction problem found on Kaggle.

titanic-1

titanic-10

titanic-2

Download, explore, and wrangle the Titanic passenger manifest dataset with an eye toward developing a predictive model for survival.

titanic-3

Code for the kaggle project titanic: machine learning from disaster

titanic-4

Titanic: Machine Learning from Disaster