fast-neptune 0.0.2

NeptuneML wrapper to quickly record data about experiments

Project name here

Summary description here.

This file will become your README and also the index of your documentation.

Install

pip install your_project_name

How to use

Fill me in please! Don't forget code examples:

from fast_neptune.core import *

# Neptune login
from neptune.sessions import Session
import getpass

api_token = getpass.getpass("Please enter your NeptuneML API token : ")
session = Session(api_token=api_token)
user_name = "danywin"
project_name = "fast-neptune"
project = session.get_project(project_qualified_name=f'{user_name}/{project_name}')

#code
from fastai.vision import *

path = untar_data(URLs.MNIST_SAMPLE)
data = ImageDataBunch.from_folder(path)
learn = cnn_learner(data, models.resnet18, metrics=accuracy)

A new version of the dataset is available.
Downloading http://files.fast.ai/data/examples/mnist_sample

<style> /* Turns off some styling */ progress { /* gets rid of default border in Firefox and Opera. */ border: none; /* Needs to be in here for Safari polyfill so background images work as expected. */ background-size: auto; } .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar { background: #F44336; } </style> 97.85% [3145728/3214948 00:05<00:00]

 Download of http://files.fast.ai/data/examples/mnist_sample.tgz has failed after 5 retries
 Fix the download manually:
$ mkdir -p C:\Users\Daniel\.fastai\data
$ cd C:\Users\Daniel\.fastai\data
$ wget -c http://files.fast.ai/data/examples/mnist_sample.tgz
$ tar -zxvf mnist_sample.tgz

And re-run your code once the download is successful




An exception has occurred, use %tb to see the full traceback.


SystemExit: 1

nb_name = "index.ipynb"
globs = globals()

with fast_experiment(project,nb_name,globs) as exp:
    pass

https://ui.neptune.ai/danywin/EnsembleDropout/e/EN-171