donnemartin/data-science-ipython-notebooks

PyTorch tutorials

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#61 opened on Oct 30, 2018

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 (4 comments) (0 reactions) (0 assignees)Python (26,379 stars) (7,706 forks)batch import
feature-requesthelp wanted

Description

Hey, I see that there are no tutorial notebooks for implementing machine learning algorithms and neural networks in PyTorch in this repo yet. PyTorch is gaining a lot of traction lately and is really going to be one of the most popular frameworks due to its dynamic computational graph & eager execution.

I would like to add such tutorial notebooks in PyTorch.

Contributor guide

Tech stack
pythonpytorch
Domain
datamachine learningdocumentation
Issue type
feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
mostly clear
Prerequisites
Python basicsPyTorch basicsMachine learning fundamentals
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65
Research direction
Review existing notebooks in the repository to understand the format and style. Create new PyTorch notebooks implementing common machine learning algorithms and neural networks. Consider adding notebooks for classification, regression, and deep learning models. The issue is from 2018, so it may be helpful to comment on the issue to confirm maintainer interest before starting.