aws-data-wrangler
prose
Our great sponsors
| aws-data-wrangler | prose | |
|---|---|---|
| 1 | 1 | |
| 3,559 | 2,924 | |
| - | - | |
| 10.0 | 1.9 | |
| 9 months ago | almost 2 years ago | |
| Python | Go | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
aws-data-wrangler
-
Interacting with Amazon S3 using AWS Data Wrangler (awswrangler) SDK for Pandas: A Comprehensive Guide
AWS Data Wrangler GitHub Repository: https://github.com/awslabs/aws-data-wrangler
prose
-
Go+: Go designed for data science
Apart from Gonum[1] numerical libraries, I haven't found specific data science related Go libraries in my search for it for some hobby projects when compared to Python ecosystem.
Interestingly Prose[2] A Go library for text processing yielded better results for named-entity extraction when compared to NLTK in my tests in terms of accuracy and obviously performance.
Perhaps Go is not being applied enough in the Data Science/ML and for fields where it's applied (Network) Math in the standard library seems to be sufficient.
[1] https://github.com/gonum/gonum
[2] https://github.com/jdkato/prose
What are some alternatives?
boto3 - AWS SDK for Python
gse - Go efficient multilingual NLP and text segmentation; support English, Chinese, Japanese and others.
Trapheus - This tool automates restoration of RDS database instances from snapshots into any dev, staging or production environments. It supports individual RDS Snapshot as well as cluster snapshot restore operations.
go-i18n - Translate your Go program into multiple languages.
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
textcat - A Go package for n-gram based text categorization, with support for utf-8 and raw text
ray_snowflake - Ray Data Connector for Snowflake
porter2 - High Performance Porter2 Stemmer
demo-code - Bits of code I use during live demos
gojieba - "结巴"中文分词的Golang版本
aws-simple-websocket - Using AWS's API Gateway + Lambda to run a simple websocket application. For learning/testing.
go-mystem - CGo bindings to Yandex.Mystem