Trending Deep Learning Github Repositories
Check these pair of resources for trending and top GitHub deep learning repositories for some new ideas on what to be looking out for.
Source: Cameron McEfee
This GitHub repository may be a bit out of date, having not been updated at all in the past 5 months, but given its wealth of quality links to other deep learning repositories I thought it was relevant enough to point out.
Trending Deep Learning is a collection of, well, trending deep learning GitHub repos "sorted by the number of stars gained on a specific day." Mahmoud Badry maintians the collection (or did), and also prepared the companion collection repo Top Deep Learning (note the swapping of "trending" for "top").
While you might want a fresher perspective on trending repos, Badry notes the search he performs to gather the leaderboard:
Here's a list of top 100 deep learning Github trending repositories sorted by the number of stars gained on a specific day. The query that has been used with Github search API is:
deep-learning OR CNN OR RNN OR "convolutional neural network" OR "recurrent neural network"
Repositories with 50000 stars or more are excluded.
You can get a sense of the most recent updates of trending repos here:
For comparison, here are the most recent updates from Badry's top repo:
I found some things of interest here. Hopefully you do too.
- Papers with Code: A Fantastic GitHub Resource for Machine Learning
- GitHub Python Data Science Spotlight: AutoML, NLP, Visualization, ML Workflows
- Top 10 Python Data Science Libraries