donnemartin/data-science-ipython-notebooks

PyTorch tutorials

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#61 opened on Oct 30, 2018

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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

Research direction
Look at existing tutorials for TensorFlow and scikit learn in the repo to understand the format and expected depth. Then create similar notebooks using PyTorch for basic machine learning algorithms and neural networks.
Tech stack
pythonpytorch
Domain
datamachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonPyTorchJupyter Notebook
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70