Practical Machine Learning with Rust: Creating Intelligent Applications in Rust

Index

A

Amazon S3

Application creation

array

AWS Lambda

AWS serverless applications

B

bootstrap

C

Cargo

Cargo.toml file

Cart-pole problem

Chatbots/Natural language understanding (NLU)

creating dataset.json

dataset.yaml, content

English model, download

inference engine (see Inference engine)

intent recognition

Python virtual environment

snips training

Ubuntu install clang

Cloud, Rust

AWS Lambda

benefits

Cargo.toml

CustomEvent struct

event struct

handler function

json serialization

lambda application

lambda function, creation

lambda_runtime

serialization and deserialization

serverless application

test case

test run

upload method, selection

word count application

Cluster center

Collaborative filtering

Collaborative methods

Command line

Conditional Random Fields (CRFs)

Content-based filtering ...