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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-chemical-engineering-education

A curated list of online chemical engineering education resources

basicopenfoamprogrammingtutorials

Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.

bda_course_aalto

Bayesian Data Analysis course at Aalto

bo_tutorials_botorch

BOTorch tutorials in Jupyter notebook format ready to be launched on Google Colab

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

ds-julia2925

Julia2925: learn a fast and intuitive programming language in two workdays.

ds-python-data-analysis

Data manipulation, analysis and visualisation in Python - specialist course Doctoral schools of Ghent University

liggghts-public-parscale

LIGGGHTS repos that contains updates for use with ParScale

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

openfoam-2.2.x

OpenFOAM Foundation patch version of OpenFOAM-2.2

openfoamteaching

openmm-tutorial-msbs

OpenMM tutorial for the MSBS course

phasicflow

Parallel, highly efficient code (CPU and GPU) for DEM and CFD-DEM simulations.

plotly-resampler

Visualize large time series data with plotly.py

py4scicomp

Python for Scientific Computing (FEniCS, PyTorch, VTK)

pyphi

pyPhi is a python package to perform multivariate analysis using PCA and PLS methods

python-for-data-science

Repository for participants of the "Python for data science" training

python-for-hpc

Repository for participants of the "Python for HPC" training

scientific-python

Repository for participants of the "Scientific Python" training

scipy2023-deeplearning

smt

Surrogate Modeling Toolbox

write-on-air

Simply write something on air and see what you wrote.

youtube_channel

Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.