Ramesht Shukla

# Description For any module to be registered into the registry it's class file has to be imported apriori. # Expected During install the registry should automatically import these modules...

🚀 Feature: Implement MNIST classifier and data preprocessor

6

# Description - [ ] Implement FL classifier for MNIST - [ ] Implement data preprocessor # Additional Content - Add MNIST model to [here](https://github.com/NimbleEdge/RecoEdge/tree/main/experiments). - make a data loading...

### 🔖 Feature description Add Logging metrics to Akka system and python modules. ### 🎤 Pitch To monitor the distributed systems closely, we need logg the info that is created...

🚀 Feature: Implement Regression for federated Learning

3

### 🔖 Feature description We need to implement Regression for Federated learning. You can go through this [link](https://flower.dev/blog/2021-07-21-federated-scikit-learn-using-flower) to get better understanding. Location: You can create module in [here](https://github.com/NimbleEdge/RecoEdge/tree/main/experiments) under...

🚨 Tests: Write tests for fedrec/optimization/corrected_sgd.py

1

### 🛩 Where? [Here](https://github.com/NimbleEdge/RecoEdge/blob/main/fedrec/optimization/corrected_sgd.py) ### 💭 Description We expect this file to be covered completely by tests. It's not intended to test feature-related functionality but is instead intended to test...

[WIP] Added github action which fails if updates to our compiled json files are needed to be committed

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## Overview When updates to our crawlers, aggregation script, or new manual translations are added, those updates aren't reflected in threepio.py until we re-run the crawlers & script and then...

Update run_crawlers.sh

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## Description Update the list with the recent crawlers that were added in [ run_crawlers.sh ]( https://github.com/OpenMined/Threepio/blob/dev/docs-crawler/docs/run_crawlers.sh) ## Are you interested in working on this improvement yourself? - Yes, I...

🤖 Bot: Implement XP bot

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## Description Counting the number of interactions and PR's the contributor has made the BOT gives experience points accordingly. Which will in turn work like a game where after certain...

🤖 Bot: Implement chat bot

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## Description Using [Hugging face API](https://huggingface.co/) to create a bot to start conversation with our community members. ## Behaviour - [ ] The bot should be able to have some...

🤖 Bot : Implement Research paper recommendation bot

3

## Description Implement a research paper recommendation bot which will be deployed for our Nimbleedge community. ## Behaviour The Bot should recommend top ten research papers from [arvix](https://arxiv.org/) archive portal....