6 Branches

.dvc

c016be9385

init git + dvc, init remote working file system, added data to the project

4 years ago

models

.gitignore

b2eb747da1

Finished training of text based classifier.

4 years ago

README.md

b96f4b3c3e

Add 'README.md'

4 years ago

eval.dvc

d22a065799

Moved TFIDF fitting out of the constructor, and fixed makedirs

4 years ago

evaluate.py

9e095c7c04

models dir is now created automatically

4 years ago

general_params.yml

b2eb747da1

Finished training of text based classifier.

4 years ago

metrics.csv

d22a065799

Moved TFIDF fitting out of the constructor, and fixed makedirs

4 years ago

params.yml

b2eb747da1

Finished training of text based classifier.

4 years ago

preprocess.py

b2eb747da1

Finished training of text based classifier.

4 years ago

preprocessing.dvc

b2eb747da1

Finished training of text based classifier.

4 years ago

rML-raw-data.csv.dvc

cf7012e4ce

Changed data - removed null columns, added top decile and top percent columns

4 years ago

reddit_utils.py

9e095c7c04

models dir is now created automatically

4 years ago

remote-wfs-setup.md

cac18be035

Add 'remote-wfs-setup.md'

4 years ago

requirements.txt

e9d1904b2e

Added black formatting

4 years ago

training.dvc

d22a065799

Moved TFIDF fitting out of the constructor, and fixed makedirs

4 years ago

training.py

d22a065799

Moved TFIDF fitting out of the constructor, and fixed makedirs

4 years ago

training_params.yml

b2eb747da1

Finished training of text based classifier.

4 years ago

gs://reddit-remote-wfs-example/dvc-cache/

DagsHub Storage

Legend
DVC Managed File
Git Managed File
Metric
Stage File
External File

Legend
DVC Managed File
Git Managed File
Metric
Stage File
External File

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RPPP - Reddit Post Popularity Predictor

This Project attempts to predict whether a reddit submission will be popular or not according to it's features.

We currently provide models for r/MachineLearning only, base on submission title and body.

DVC Remote Working File System

This project is also an exploration of DVC remote WFS workflow. To setup your remote WFS – read here: Remote WFS Setup

Tip!

Press p or to see the previous file or, n or to see the next file

Use Google Cloud Storage!

Browsing data directories saved to Google Cloud Storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Existing keys:

gs://reddit-remote-wfs-example/dvc-cache/

Apr 08, 2021

README.md

RPPP - Reddit Post Popularity Predictor

DVC Remote Working File System

Comments

Use Google Cloud Storage!

Existing keys:

Specify your Google Storage bucket

Service Account Key

Congratulations!

Use AWS S3 as storage!

Specify your S3 bucket

Access key (If needed)

Congratulations!

Use any S3 compatible storage!

Specify your S3 bucket

Access key (If needed)

Congratulations!

Use Azure Cloud Storage!

Specify your Azure Storage bucket

Access key (If needed)

Congratulations!

Dean / RPPP

README.md

RPPP - Reddit Post Popularity Predictor

DVC Remote Working File System

Comments

Use Google Cloud Storage!

Existing keys:

Specify your Google Storage bucket

Service Account Key

Congratulations!

Use AWS S3 as storage!

Specify your S3 bucket

Access key (If needed)

Congratulations!

Use any S3 compatible storage!

Specify your S3 bucket

Access key (If needed)

Congratulations!

Use Azure Cloud Storage!

Specify your Azure Storage bucket

Access key (If needed)

Congratulations!

Dean
/
RPPP