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Automatminer ⭐ 89

An automatic engine for predicting materials properties.

Materials Knowledge System in Python

Matlayer ⭐ 87

Matlayer is an add-on for Blender that wraps the material node workflow with a layer stack workflow.

Fem With Python ⭐ 85

Materials for introductory Finite Element course

MAterials Simulation Toolkit for Machine Learning (MAST-ML)

Blender_spaceship_generator ⭐ 83

continue development of original Blender addon a1studmuffin/SpaceshipGenerator

Benchmark Suite for Machine Learning Interatomic Potentials for Materials

Python_geospatial ⭐ 83

Geospatial Data in Python Tutorial Materials

Sklearn_pandas_tutorial ⭐ 82

EuroScipy 2014 tutorial: Introduction to predictive analytics with pandas and scikit-learn

Networkx_intro_materials ⭐ 82

Materials for Introduction to NetworkX workshop, presented at Sunbelt 2010

Numpy Tutorial Scipyconf 2019 ⭐ 81

Numpy-Tutorial-SciPyConf-2019

Pyleoclim_util ⭐ 78

Python Package for the Analysis of Paleoclimate Data. Documentation at

Quantum Mobile ⭐ 77

A Virtual Machine for computational materials science

Earthlab.github.io ⭐ 77

A site dedicated to tutorials, course and other learning materials and resources developed by the Earth Lab team

Ai Reading Materials ⭐ 77

Some of the ML and DL related reading materials, research papers that I've read

Crystal Graph Neural Networks

Geom3D: Geometric Modeling on 3D Structures, NeurIPS 2023

A Whirlwind Tour Of Python ⭐ 75

A Whirlwind Tour of Python (Chinese Translation)

API for the Form 1 / 1+

Copper_price_forecast ⭐ 73

copper price(time series) prediction using bpnn and lstm

Numpy Tutorial Scipyconf 2016 ⭐ 73

SciPy 2016 NumPy tutorial

Neon Data Skills ⭐ 73

Self-paced tutorials that review key data literacy concepts and data analysis skills. Published materials can be found at:

Devnet Associate ⭐ 72

Study material and notes for DEVNET Associate (200-901 DEVASC)

Rofi Spotlight ⭐ 72

Spotlight-like Rofi

Quick Ml Intro ⭐ 72

One hour interactive training for ML with scikit-learn

Clarisse_survival_kit ⭐ 71

Clarisse Survival Kit is a set of Python functions for Clarisse to automate repetitive processes such as importing generic textures, Megascans assets and mixing materials.

Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry

Ensae_teaching_cs ⭐ 71

Teaching materials in python at the @ENSAE

Tutorials ⭐ 71

Introductory tutorial notebooks for learning data science, as part of the Data Science in Practice materials.

Web App From Scratch ⭐ 70

Supporting material for my blog post series on writing a web application from scratch in Python.

Rastercarve ⭐ 70

Generate G-code to engrave raster images

Conky Cards ⭐ 69

Conky theme inspired by the "Flat" trend

Data_science ⭐ 68

Python Data Science Course with TCLab

Pychemia ⭐ 68

Python Materials Discovery Framework

Networks Science Course ⭐ 67

A course on Network Science, including network formation models, structural patterns, and dynamic processes.

Bayesianastronomy ⭐ 66

Bayesian Methods in Astronomy workshop, presented at AAS227

Predict materials properties using only the composition information!

Whatsappbottut ⭐ 64

Tutorial to create WhatsApp Bot using Twilio and Python

ML4Chem: Machine Learning for Chemistry and Materials

Python For Everything ⭐ 63

Materials for teaching the Python for Everything workshop at UC Berkeley's D-lab

MatDGL is a neural network package that allows researchers to train custom models for crystal modeling tasks. It aims to accelerate the research and application of material science.

Mkgendocs ⭐ 63

Markdown documentation generator from Google docstrings

Shakenbreak ⭐ 63

Defect structure-searching employing chemically-guided bond distortions

A41124835ed0 ⭐ 62

Course materials for "Get Started with NLP in Python"

Postgis Workshops ⭐ 61

PostGIS training materials

Open Dynamic Material Systems Model

Some Time Later ⭐ 59

Font inspired by the title and time cards in the Nickelodeon cartoon SpongeBob SquarePants

Pymaterial ⭐ 59

Material components for python GUI application development.

Kaleidoscope ⭐ 59

A small collection of creative nodes to generate color palette and store values for Blender

Material ⭐ 58

Material Design Widgets for PySide and PyQt4

Learntocode ⭐ 57

Individual session resources for each Learn to Code session

A DEM toolkit for rapid simulation & quantitative analysis of granular systems

Numpy Tutorial Scipyconf 2018 ⭐ 55

SciPy 2018 NumPy tutorial

Androidopensourceproject ⭐ 55

Android完整的开源项目汇总

Annin Robot Project ⭐ 55

6 axis stepper motor robot

Business Analytics ⭐ 55

Course material for Business Analytics in Practice - IS833

Mpinterfaces ⭐ 54

Python package that enables high throughput analysis of interfaces(two dimensional materials, hetero-structures, nanoparticles with and without ligands/solvents).

Fitting thermodynamic models with pycalphad - https://doi.org/10.1557/mrc.2019.59

Teb_local_planner_tutorials ⭐ 54

This package contains supplementary material and examples for teb_local_planner tutorials.

Blender Addon to import and export m3 files

Machinelearningstatistics ⭐ 54

Machine learning and statistics for physicists

Optlearningcontrol ⭐ 54

Optimal and learning control for robotics (ECE-9243 / ME-GY 7973)

Mdl Exporter ⭐ 53

Warcraft MDL exporter for Blender

Bci Workshop ⭐ 53

Material for the BCI Workshop held at District 3 in May 2015 by BCI Montréal.

Esp32 Gui Flasher ⭐ 53

Command Line Talk ⭐ 53

Slides and background material for a Python CLI talk I've given.

Text Mined Synthesis_public ⭐ 52

Codes for text-mined solid-state reactions dataset

Web Dev For Data Scientists ⭐ 52

Soft Robotics Materials Database ⭐ 52

Soft Robotics Materials Database

Pytorch Repository for our work: Graph convolutional neural networks with global attention for improved materials property prediction

Fluid Designer ⭐ 51

Open Source Design Software built on Blender

Numpy Tutorial Scipyconf 2015 ⭐ 51

SciPy 2015 NumPy tutorial

Enlighten Integration ⭐ 51

Example code and materials that illustrate techniques for integrating SAS with popular open source analytics technologies like Python and R.

Egmatlib ⭐ 50

Material Library for Houdini Mantra, Redshift and Arnold

Gae Angular Material Starter ⭐ 50

Easiest way to start Google App Engine Angular Material project on Earth & Mars!

Libgdx_blender_g3d_exporter ⭐ 50

Blender exporter to create G3D text files. The G3D format is a 3D model document format compatible with the LibGDX framework.

Materialutilities ⭐ 49

Porting (and expanding) of MaterialUtils AddOn from Blender 2.7 to Blender 2.8+

Machinelearningstudygroup ⭐ 49

Materials from the London Machine Learning Study Group Meetups

Python For R Users Workshop ⭐ 48

Material for the Python for R Users workshop

Kitsunetsuki Asset Tools ⭐ 48

KITSUNETSUKI Asset Tools

Aiida Common Workflows ⭐ 47

A repository for the implementation of common workflow interfaces across materials-science codes and plugins

Course_material ⭐ 47

上課教材的大集合！！！

Gads9 Nyc Spring2014 Lectures ⭐ 47

Lecture Repository for GADS9

Pymatgen Db ⭐ 46

Pymatgen-db provides an addon to the Python Materials Genomics (pymatgen) library (https://pypi.python.org/pypi/pymatgen) that allows the creation of Materials Project-style databases for management of materials data.

Representation Learning from Stoichiometry

Sxtools Blender ⭐ 45

Artist toolbox for multi-layer vertex coloring in Blender

vfOA是基于Viewflow django admin的OA演示系统，能够快速实现数据的CURD以及流程处理，可开发轻量级OA/CRM/ERP等

Teaching Fp ⭐ 45

Techniques, advice, and anecdotes about how to teach Functional Programming

This library tackles the construction and efficient execution of computational chemistry workflows

Lecture Series Python ⭐ 43

Repository contains reference material for Cybros Lecture Series on Python.

Sanic Mdl Blog ⭐ 43

An async Python server running Material Design Lite Blog template

Learn Painting The Hard Way ⭐ 43

A Simple Introduction To The Application Of Pigment To A Surface To Look Like A Thing

Python3_jupyter_notebook ⭐ 43

This Jupyter Notebook has been developed based on "A Beginner's Python Tutorial" by Steven Thurlow. The original material has been ported to Python 3.

Teaching materials for classes teaching programming to biologists

Decorators_tutorial ⭐ 42

Introduction to Decorators - Tutorial given at PyCon Online 2020 and 2021

Oc Blender Helper Addon ⭐ 42

A helper addon for Octane Blender edition

Materialxs ⭐ 42

an "eXtra Small" Python implementation of MaterialX

M3 Markdown Badges ⭐ 41

🏅 A Material You inspired markdown badge collection.

Data Mining Course ⭐ 41

An undergraduate course on data mining.

Training ⭐ 40

Invenio v3 Training Material

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