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Deep Learning Playground is a project aimed at democratizing access to Machine Learning and Deep Learning in a low-code/no-code manner. Our team strongly believes that Machine Learning and Deep Learning can and will be done without the necessity to write code. In order to accelerate to the future, we have built interfaces where users can load in their datasets, select the configurations, drag/drop the building blocks. With one click of a button, the user will get helpful analytics in order to help them prototype their model and we give code that they can directly copy/paste into their individual project.
TLDR: Make ML and DL as easy as drag/drop and clicking buttons just like Scratch.
Functionality is best shown through the website. You can access the GIF on our About page.
You have the ability to upload or link your data file, drag/drop the building blocks (ie: layers), specify your loss function and other important metadata and your model will train and give you the results + model architecture files
| Name | Phone Number | Email Address | Github Username |
|---|---|---|---|
| Karthik Subramanian | 908-240-0310 | [email protected] | karkir0003 |
| Faris Durrani | 6789569655 | [email protected] | farisdurrani |
| Aniketh Swain | 4016016107 | [email protected] | anikethswain |
| Lucas Zhang | 9122576740 | [email protected] | LucasZhang58 |
| Avaye Dawadi | 4702658592 | [email protected] | avayedawadi |
| Kinshuk Phalke | 4045197018 | [email protected] | xinslu |
| Nicholas Zhang | 862-294-7457 | [email protected] | nzhang321 |
| Emma Lawton | 4705250103 | [email protected] | ejlawton612 |
| Vidushi Maheshwari | 4046441217 (for whatsapp) | [email protected] | vidushiMaheshwari |
| Samarth Chadna | 4706672886 | [email protected] | samarth52 |
| Dhruv Pargai | +91 9999559515 | [email protected] | Dhruvpargai |
| Juan Diego | 4702628187 | [email protected] | JuanCaicedo119 |
| Jessi Chen | 7036276826 | [email protected] | jcrunjie |
| Andrew Peng | 1-612-470-7535 | [email protected] | andrewpeng02 |
| Austin Tsang | 6787880289 | [email protected] | Dashrekker |
| Daniel Wu | 6307969538 | [email protected] | dwu359 |
| Ayushi Rajpoot | 770-881-4604 | [email protected] | ayushi308 |
| Sebastian Jaskowski | 973-769-3139 | [email protected] | sebiancoder |
| Adith Devakonda | 404-820-6011 | [email protected] | ASD02 |
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- Terraform
- Bearer-Token-Gen-Script
- Frontend-Backend Communication Documentation
- Backend Documentation (backend)
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driver.py - AWS Helper Files (backend.aws_helpers)
- Dynamo DB Utility Files (aws_helpers.dynamo_db_utils)
- AWS Secrets Utility Files (aws_secrets_utils)
- AWS Batch Utility Files (aws_batch_utils)
- Firebase Helper Files (backend.firebase_helpers)
- Common Files (backend.common)
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constants.py -
dataset.py -
default_datasets.py -
email_notifier.py -
loss_functions.py -
optimizer.py -
utils.py - Deep Learning Files (backend.dl)
- Machine Learning Files (backend.ml)
- Frontend Documentation
- Bug Manual
- Developer Runbook
- Examples to locally test DLP
- Knowledge Share