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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

chaospy

Chaospy - Toolbox for performing uncertainty quantification.

cvpr2020-code

CVPR 2020 论文开源项目合集

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

data-science-notes

数据科学的笔记以及资料搜集

deep-learning-guide

An evolving guide to learning Deep Learning effectively.

deeplearning

Python implementation of Deep Learning book

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

design-of-experiment-python

Design-of-experiment (DOE) generator for science, engineering, and statistics

dimensionality_reduction_alo_codes

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

eis

the Multi-peaks Analysis for the paper' Enhanced Resolution Impedimetric Analysis of Cell Responses from the Distribution of Relaxation Times'

eit_firmware

Firmware for running Electrical Impedance Tomography Dashboard

electrical-cellular-modelling

fdtd

A 3D electromagnetic FDTD simulator written in Python

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

foqus

FOQUS: Framework for Optimization and Quantification of Uncertainty and Surrogates

geatpy

A high-performance GEA framework for Python. Welcome to star and fork.

git_book

AI算法工程师手册-教材对应的源码

hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

impedance.py

A Python package for working with impedance data

impedanceanalyzer

An open-source, web-based application for analyzing electrochemical impedance data!

lightning

Large-scale linear classification, regression and ranking in Python

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang-code

《统计学习方法》的代码实现

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

meep

free finite-difference time-domain (FDTD) software for electromagnetic simulations

mlbooks

机器学习的相关书籍

mystic

highly-constrained non-convex optimization and uncertainty quantification

numpy-100

100 numpy exercises (100% complete)