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AI论文
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Deep Learning for NLP with Pytorch
在深度学习和 NLP 中使用 Pytorch 在深度学习和 NLP 中使用 Pytorch 译者 bruce1408 校对者：FontTian 作者 : Robert Guthrie 本文带您进入pytorch框架进行深度学习编程的核心思想。Pytorch的很多概念(比如计算图抽象和自动求导)并非它所独有的,和其他深度学习框架相关。... -
1. Supervised learning
1. Supervised learning 1. Supervised learning 1.1. Linear Models 1.1.1. Ordinary Least Squares 1.1.2. Ridge regression and classification 1.1.3. Lasso 1.1.4. Multi-task La... -
Sidebar: Tenacity and Deep Learning
Sidebar: Tenacity and Deep Learning Sidebar: Tenacity and Deep Learning The story of deep learning is one of tenacity and grit by a handful of dedicated researchers. After earl... -
Parallel and Distributed Machine Learning
Parallel and Distributed Machine Learning Types of Scaling Scikit-Learn in 5 Minutes Hyperparameters Hyperparameter Optimization Single-machine parallelism with scikit-learn M... -
1.2 What Is Machine Learning?
1.2 What Is Machine Learning? 1.2 What Is Machine Learning? Machine learning is a set of methods that computers use to make and improve predictions or behaviors based on data. ... -
Chapter 11: Continue Learning
Continue Learning General Topics Testing TypeScript TypeScript in the Wild TypeScript and Node Converting Plain JS to TypeScript Advanced Topics The Grand Summary Contin... -
Distributed Machine Learning At The Edge
CrateDB How-To Guides CrateDB How-To Guides CrateDB is a distributed SQL database that makes it simple to store and analyze massive amounts of machine data in real-time. Note ... -
2.2. Manifold learning
2.2. Manifold learning 2.2.1. Introduction 2.2.2. Isomap 2.2.2.1. Complexity 2.2.3. Locally Linear Embedding 2.2.3.1. Complexity 2.2.4. Modified Locally Linear Embedding 2.2.4... -
8.1 The Future of Machine Learning
8.1 The Future of Machine Learning 8.1 The Future of Machine Learning Without machine learning there can be no interpretable machine learning. Therefore we have to guess where ... -
Chapter 2: Parameter Learning
Chapter 2: Parameter Learning Chapter 2: Parameter Learning Gradient Descent is used for minimizing the cost function and it is not only used in regression but also in other d...