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3d-machine-learning

A resource repository for 3D machine learning

3dv_tutorial

An Invitation to 3D Vision: A Tutorial for Everyone

airplane_boarding

arenapy

A simple python interface to the Arena api.

automatic-variance-modeling

awesome-active-learning

Hope you can find everything you need about active learning in this repository.

awesome-machine-learning

Learning Resources And Links Of Machine Learning（updating）

awesome-machine-learning-1

A curated list of awesome Machine Learning frameworks, libraries and software.

botorch

Bayesian optimization in PyTorch

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

datasharing

The Leek group guide to data sharing

financial-analysis-python-tutorial

Financial Analysis in Python tutorial

free-programming-books

:books: Freely available programming books

freeform-tolerance-specification-and-pci-analysis

This is the data and code repo for the paper "A Framework of Tolerance Specification for Freeform Point Clouds and Capability Analysis for Reverse Engineering Processes" by Zhaohui Geng, Arman Sabbaghi, and Bopaya Bidanda.

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

machine-learning-collection

:closed_book:machine learning tech collections at Microsoft and subsidiaries.

mamba

my_vimrc

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pyslice

An (experimental) Python 3D Model slicing algorithm.

re-process-planning

This is the repo of the programs related to the paper "Reconstructing Original Design: Process Planningfor Reverse Engineering"

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

scikit-learn

scikit-learn: machine learning in Python

sdsc-summer-institute-2022

SDSC Summer Institute 2022 material

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

stereovision

Library and utilities for 3d reconstruction from stereo cameras.

swirl_courses

A collection of interactive courses for the swirl R package.

teaching

Teaching material relevant to KGs