Dataset - Deepstash

Dataset

For an ML model to learn and generalize, there is a need for a large and high-quality dataset. Therefore, we created the ManyTypes4Py dataset which contains 5.2K Python projects and 4.2M type annotations. To avoid data leakage from the training set to the test set, we used our CD4Py tool to perform code de-duplication in the dataset. To know more about how we created the dataset, check out its paper .

4

29 reads

CURATED FROM

IDEAS CURATED BY

decebaldobrica

#engineering, #machinelearning and #crypto

The idea is part of this collection:

Machine Learning With Google

Learn more about artificialintelligence with this collection

Understanding machine learning models

Improving data analysis and decision-making

How Google uses logic in machine learning

Related collections

Similar ideas to Dataset

Python data processing with pandas

Pandas is a Python language package, which is used for data processing. This is a very common basic programming library when we use Python language for machine learning programming. This article is an introductory tutorial to it. Pandas provide fast, flexible and expressive data structures with t...

Read & Learn

20x Faster

without
deepstash

with
deepstash

with

deepstash

Personalized microlearning

100+ Learning Journeys

Access to 200,000+ ideas

Access to the mobile app

Unlimited idea saving

Unlimited history

Unlimited listening to ideas

Downloading & offline access

Supercharge your mind with one idea per day

Enter your email and spend 1 minute every day to learn something new.

Email

I agree to receive email updates