FedScale Alternatives

Similar projects and alternatives to FedScale

• flower

  27 4,166 9.9 Python FedScale VS flower

  Flower: A Friendly Federated Learning Framework (by adap)

  

• FederatedScope

  2 1,195 5.9 Python FedScale VS FederatedScope

  An easy-to-use federated learning platform

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• fedjax

  1 248 4.6 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

  2 85 0.0 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

  5 4,162 9.3 Python FedScale VS datasets

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

  

• FATE

  2 5,498 9.9 Python FedScale VS FATE

  An Industrial Grade Federated Learning Framework

  

• breaching

  1 241 0.0 Python FedScale VS breaching

  Breaching privacy in federated learning scenarios for vision and text

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• automlbenchmark

  3 379 6.9 Python FedScale VS automlbenchmark

  OpenML AutoML Benchmarking Framework

  

• fashion-mnist

  15 11,439 0.0 Python FedScale VS fashion-mnist

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

  

• flpytorch

  1 35 4.1 Python FedScale VS flpytorch

  FL_PyTorch: Optimization Research Simulator for Federated Learning