FedScale Alternatives

Similar projects and alternatives to FedScale

• flower

  - 2,311 8.9 Python FedScale VS flower

  Flower: A Friendly Federated Learning Framework (by adap)

  

• FederatedScope

  - 873 9.3 Python FedScale VS FederatedScope

  An easy-to-use federated learning platform

  

• InfluxDB

  www.influxdata.com

  sponsored

  Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  

• fedjax

  - 222 6.3 Python FedScale VS fedjax

  FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

  

• ORBIT-Dataset

  - 71 2.1 Python FedScale VS ORBIT-Dataset

  The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.

  

• datasets

  - 3,786 9.2 Python FedScale VS datasets

  TFDS is a collection of datasets ready to use with TensorFlow, Jax, ... (by tensorflow)

  

• breaching

  - 155 0.0 Python FedScale VS breaching

  Breaching privacy in federated learning scenarios for vision and text

• FATE

  - 4,922 9.8 Python FedScale VS FATE

  An Industrial Grade Federated Learning Framework

  

• Sonar

  www.sonarsource.com

  sponsored

  Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  

• flpytorch

  - 27 5.7 Python FedScale VS flpytorch

  FL_PyTorch: Optimization Research Simulator for Federated Learning

• fashion-mnist

  - 10,669 0.0 Python FedScale VS fashion-mnist

  A MNIST-like fashion product database. Benchmark :point_down:

  

• automlbenchmark

  - 327 6.5 Python FedScale VS automlbenchmark

  OpenML AutoML Benchmarking Framework