dpuenteramirez / ubumlaas

MLaaS platform based on ADMIRABLE and BEST-AI research groups methods.

Hi 👋, I'm Daniel

Currently I am Pentester and Cybersecurity consultant at Mnemo.

• 🔭 I’m currently working on 👾 Hangman, a game based on the Tauri framework.

• ⛳ My latests finished projects are Semisupervised learning and instance selection and UBUMLaaS

• 🌱 I’m currently learning Tauri (Rust & JS) and Pentesting

• 👨‍💻 All of my projects are available at WIP

• 📫 How to reach me [email protected]

• ⚡ Fun fact geek, passionate, HWPO

Connect with me:

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May the code be with us! Or not, just use Copilot :D

ubumlaas's Issues

Add navbar to admin pages

When reusing experiment an alert pop ups impeding make target changes

Add new required register fields

Fields to add:

• Country of residence
• Intended use

Update Register with new layout

set up CI

Workflow:

• #72
• #73

General statistics

Integrate Semi Supervised Methods in UBUMLaaS

As of right now, UBUMLaaS only gives support for Supervised Learning.
To begin with it should be a new algorithm category to be selected from.

• #3

The algorithms that are due to be supported are:

• #2
• #5
• #6
• #7

Add RNN as a filter

In the dataset usage histogram, enable the runtime view for each dataset

Update user profile page

This issue its motivated due to the visual refactoring it is being done in the application.
Deeply correlated with #48

Experiments performed in the last 7 days

Add user usage charts to admin page

Exps DB breaks on commit

Create Spanish version of the index

Table with last 10 experiments performed and its state

In the dashboard graph with the experiments of the last week, the ticks on the X-axis should be renamed with the name of the day of the week to which they correspond

Add MSS as a filter

Add suport for self-training

Through the Scikit-Learn API, it allows users to use its Self-Training implementation.

This will be the first of the Semi-Supervised Learning Methods that are planned to be added.

Allow user to add more of its own personal data

It could be useful that the user can submit data as its webpage, its LinkdIn, ...

Make some stress testing for admin's dashboard

Add DROP3 as a filter

After being added from within the admin form, the new user does not appear in the admin control

Update support pages with new layout

Add Democratic Co-Learning as a new Semi Supervised algorithm

Multilinugual support

Currently UBUMLaaS is written in English, it might be interesting to add another languages like Spanish for example.

is_ssl filters work with Sklearn

Update Index with new layout

Add CNN as a filter

Update all HTML pages with the new layout

As of now there are only a few pages (Administration and User's profile) with the new layout applied to them.

Workflow:

• #66
• #58
• #59
• #60
• #61
• #62

Add ICF as a filter

Live system monitoring screen

Workflow:

• #67
• #78
• #85
• #86

Update links, dates, etc.

While reviewing the code I noticed that there are a significant number of small outdated things, e.g. some dates, links, typos, etc.

is_ssl filters work with Weka

Add ENN as a filter

World map of where the users are based

Add fuctionality to users administration page

Allow admins to create, delete, non remove themselves, etc.

With some security added.

Create analytic dashboards for admins

The idea is to create dashbords with stats.

• #36
• #37
• #38
• #39
• #43
• #45

Add stats to no admin users

Update base to the new layout

Admin sidebar has an unknow line in the middle

Add Tri-Training as a new Semi Supervised algorithm

All unique datasets with the number of times each one of them has been used

Add an intermediate loading screen before admin's dashboard page

Add Semi-Supervised Classification as a new Algorithm Type

Add Co-Training as a new Semi Supervised algorithm

Update Login with new layout

User control page for administrators

Update Create Experiment with new layout

Integrate Instance Selection Filters to UBUMLaaS

Adding the filters:

• #18
• #19
• #20
• #21
• #22
• #23

Making them compatible with all the application

• #24
• #25

Determine the best way to retrieve the data and perform its implementation