johann-ha
Senior Data Scientist, Physics PhD. ML/DL modellling in Python - NLP, LLM, Vectorstores
AikanCaen, FR
Pinned Repositories
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
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.
tlp-simulator
A fipy script to model transient liquid phase bonding, focusing on precipitation with diffusion.
johann-ha's Repositories
johann-ha/cementite-coarsening
Implements Venugopalan's method to compute microstructure (including cementite and grain) coarsening in martensitic steels (not too alloyed, though)
johann-ha/ms-calculator
A short python module that implements Ghosh and Olson method to compute Ms in martensitic stainless steels.
johann-ha/tlp-simulator
A fipy script to model transient liquid phase bonding, focusing on precipitation with diffusion.
johann-ha/ch_5_dockerfiles
johann-ha/courses
fast.ai Courses
johann-ha/datascience-projects
Repository for data science projects, that I am developing or expanding right now.
johann-ha/Design-Patterns-GoF
Working code for the Design Patterns book from the Gang of Four.
johann-ha/Dockerfiles
a repo of dockerfiles to be used with the book Docker for DS
johann-ha/johann-ha.github.io
My personal website with data science projects portfolio and tech blog.
johann-ha/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)
johann-ha/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/OAuth2.0
Starter Code for Auth&Auth course
johann-ha/OpenCV2-Python
Contains some Python Samples with new cv2 interface of OpenCV
johann-ha/Repo-2017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning
johann-ha/ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
johann-ha/web-apis-with-python
Code repository for exercises in the eBook WebAPI Development with Python