amosjoseph Goto Github PK

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 ;)

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pycaret

pygpc

A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

python-data-science-cheatsheet

Python数据科学速查表

python-first-practice

Only use 3 days to get the basic concept of Python (Chinese Version | Data Scientist Direction)

python-small-examples

告别枯燥，致力于打造 Python 富有体系且实用的小例子、小案例。

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-1.x-reinforcement-learning-cookbook

PyTorch 1.x Reinforcement Learning Cookbook, published by Packt

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

pytorch-tutorial

Build your neural network easy and fast

pyvinecopulib

reinforce

reinforcement learning

reinforced-race

A model car learns driving along a track using reinforcement learning

rules

Clash / Loon / QuantumultX / Shadowrocket / Surge去广告规则

salib

Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.

scenariorbdo

A set of methods and proprieties to perform reliability-based-design-optimization by Scenario theory. Scenario optimization makes direct use of the available data (the uncertain parameters delta) thereby eliminating the need for estimating the distribution of the uncertain parameters

scipy-lecture-notes

Tutorial material on the scientific Python ecosystem

scripts

Shadowsocks/SS一键脚本、ShadowsocksR/SSR一键脚本、V2Ray一键脚本、trojan一键脚本、VPS购买教程，各种网络资源和网络教程

shadowrocket-adblock-rules

提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。

slamduncs

A deep learning Bayesian framework for attribute driven inverse materials design

smt

Surrogate Modeling Toolbox

ss-rule-snippet

搜集、整理、维护 Surge / Quantumult / Shadowrocket / Surfboard / clash(X) 实用规则。

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

stevenbergner.github.io

research posts by Steven Bergner - GitHub page source code

symbol-regression-of-noisedata-based-on-genetic-programming

使用遗传规划解决带噪声数据的符号回归问题

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

trackerslist

Updated list of public BitTorrent trackers

uq_in_ml