EnvisEdge

EnvisEdge copied to clipboard

# 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...

ramesht007

🚀 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...

ramesht007

🚀 Feature: Adding support for federated reconstruction

1

# Description: - [ ] Implementation of federated matrix reconstruction # Additional Content: - [Blog](https://www.tensorflow.org/federated/tutorials/federated_reconstruction_for_matrix_factorization) on federated matrix reconstruction. - Official Paper of [Federated Matrix Reconstruction](https://arxiv.org/abs/2102.03448)

divyanshugit

### 🔖 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...

ramesht007

🚀 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...

ramesht007

### 🔖 Feature description We need to support the paper [Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer](https://arxiv.org/abs/2109.08119) by Yae Jee Cho, Jianyu Wang, Tarun Chiruvolu, Gauri Joshi....

vkkhare

🚨 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...

ramesht007

🚨 Tests: Add new Identifier Data Structure Tests

2

### 🛩 Where? Code Location: https://github.com/NimbleEdge/RecoEdge/blob/75c397a4d911cbea04f2c2913a95ccc8642d5bb6/scala_core/src/test/scala/org/nimbleedge/recoedge/models/IdentifierSpec.scala#L114 The Data Structure + Functionality to be tested: https://github.com/NimbleEdge/RecoEdge/blob/75c397a4d911cbea04f2c2913a95ccc8642d5bb6/scala_core/src/main/scala/org/nimbleedge/recoedge/models/Identifier.scala ### 💭 Description The Identifier is the Data Structure for the FLSystem. The Identifier abstract...

ayush268

### 🙋 Where https://github.com/NimbleEdge/RecoEdge/blob/75c397a4d911cbea04f2c2913a95ccc8642d5bb6/scala_core/src/main/scala/org/nimbleedge/recoedge/Aggregator.scala ### 💭 Description The FLSystemManager is the top level Actor for the FLSystem. Under FLSystem, lies the entire FL System, mainly the following major actors (entities):...

ayush268

### 🙋 Where https://github.com/NimbleEdge/RecoEdge/blob/75c397a4d911cbea04f2c2913a95ccc8642d5bb6/scala_core/src/main/scala/org/nimbleedge/recoedge/Orchestrator.scala ### 💭 Description The FLSystemManager is the top level Actor for the FLSystem. Under FLSystem, lies the entire FL System, mainly the following major actors (entities):...

ayush268