johann-ha Goto Github PK

cementite-coarsening

Implements Venugopalan's method to compute microstructure (including cementite and grain) coarsening in martensitic steels (not too alloyed, though)

ch_5_dockerfiles

courses

fast.ai Courses

datascience-projects

Repository for data science projects, that I am developing or expanding right now.

design-patterns-gof

Working code for the Design Patterns book from the Gang of Four.

dockerfiles

a repo of dockerfiles to be used with the book Docker for DS

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

johann-ha.github.io

My personal website with data science projects portfolio and tech blog.

lorenz-adt

A python version of the ADT design patterns made after the C++ version (D. Rouson, J. Xia and X. Xu: scientific software design, the obect-oriented way)

ms-calculator

A short python module that implements Ghosh and Olson method to compute Ms in martensitic stainless steels.

oauth2.0

Starter Code for Auth&Auth course

opencv2-python

Contains some Python Samples with new cv2 interface of OpenCV

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tlp-simulator

A fipy script to model transient liquid phase bonding, focusing on precipitation with diffusion.

web-apis-with-python

Code repository for exercises in the eBook WebAPI Development with Python