zpeng-learn Goto Github PK
Type: Organization
Type: Organization
Algorithms for Inference
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
C++那些事
Complete solutions for Stanford CS224n, winter, 2019
The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See,感谢所有助教!
My solutions to UC Berkeley CS285 (originally CS294-112, deeprlcourse) Fall 2019 assignments
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Message Passing Over a Junction Tree, Loopy Belief Propagation, Max-Product (MAP inference) variant of the MP and LBP inference algorithms
A complete daily plan for studying to become a Google software engineer.
《深入浅出图神经网络:GNN原理解析》配套代码
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Topic modeling with latent Dirichlet allocation using Gibbs sampling
a python implementation of latent dirichlet allocation(lda) using gibbs sampling algorithm
Learn regex the easy way
李宏毅《深度强化学习》笔记,在线阅读地址:https://datawhalechina.github.io/leedeeprl-notes/
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1500+页)和视频链接
A booklet on machine learning systems design with exercises
My blogs and code for machine learning. http://cnblogs.com/pinard
markdown here zotero 插件
MaxSum is an algorithm about Distributed Constraint Optimization Problems (DCOPs)
Implementation of the Max-Sum Algorithm in C++
A microblogging web application written in Python and Flask that I developed as part of my Flask Mega-Tutorial series.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
An implementation of graph triangulation, junction tree creation, MAP, sum-product and max-product algorithms
Code from various chapters in OSTEP (http://www.ostep.org)
Projects for an undergraduate OS course
Python Library for Inference (Causal and Probabilistic) and learning in Bayesian Networks
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.