oliver4701's repositories
AIRS-AI4Science
Artificial Intelligence for Science (AIRS)
CHGNet-pretrained-universal-neural-network-potential-for-charge-informed-atomistic-modelling
Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov
ISLP_labs-Hastie-Introduction-to-Statistical-Learning-with-Python
Up-to-date version of labs for ISLP; Hastie, Introduction to Statistical Learning with Python
ISLPHastie-Introduction-to-Statistical-Learning-with-Python
ISLP package: data and code for labs - Hastie, Introduction to Statistical Learning with Python
kallisto-Featurizer-and-Modelling-Helper
Efficiently calculate 3D-features for quantitative structure-activity relationship approaches.
materialsproject-matgl
Graph deep learning library for materials
Open-Catalyst-Project-tutorial
Tutorials on using OCP Open Catalyst Project
pymatgen-Python-Materials-Genomics
Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Project.
agate
A Python data analysis library that is optimized for humans instead of machines.
agate-charts
agate-charts adds exploratory charting support to agate.
CindyJS
A JavaScript framework for interactive (mathematical) content.
csvkit
A suite of utilities for converting to and working with CSV, the king of tabular file formats.
databook_python
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
e3nn-by-Tess-Smidt-MIT
A modular framework for neural networks with Euclidean symmetry
introtodeeplearning_MIT2023
Lab Materials for MIT 6.S191: Introduction to Deep Learning
leather
Python charting for 80% of humans.
OpenModelica
OpenModelica is an open-source Modelica-based modeling and simulation environment intended for industrial and academic usage.
outlines_normalcomputing.ai
Generative Model Programming
proof
A Python library for creating fast, repeatable and self-documenting data analysis pipelines.
PV-Lab-bayesim-
Bayes for anything!
PY4E--python-for-everybody-solutions
Solutions to Python for Everybody: Exploring Data using Python 3 by Charles Severance
pysindy
A package for the sparse identification of nonlinear dynamical systems from data
Python-Data-Science-Handbook-jakevdp-PythonDataScienceHandbook_jakevdp
Python Data Science Handbook: full text in Jupyter Notebooks
Quantecon-lecture-python-advanced.myst
Advanced Quantitative Economics with Python
Quantecon-lecture-python.notebooks
Notebooks for https://python.quantecon.org
QuantEcon.py
A community based Python library for quantitative economics
Xarray
N-D labeled arrays and datasets in Python