Author Archives: Nikita Shiledarbaxi - Page 9
MLflow is an open-source platform that enables smooth organization of a machine learning project. It handles the machine learning lifecycle such that if we use MLflow for deploying an ML project built on an unsupported framework, it provides an open interface to integrate that framework with the existing system easily. MLflow is said to be…
The post Guide To MLflow – A Platform To Manage Machine Learning Lifecycle appeared first on Analytics India Magazine.
MLflow is an open-source platform that enables smooth organization of a machine learning project. It handles the machine learning lifecycle such that if we use MLflow for deploying an ML project built on an unsupported framework, it provides an open interface to integrate that framework with the existing system easily. MLflow is said to be…
The post Guide To MLflow – A Platform To Manage Machine Learning Lifecycle appeared first on Analytics India Magazine.
Guide To Hummingbird – A Microsoft’s Library For Expediting Traditional Machine Learning Models
Traditional ML libraries and toolkits like scikit-learn, h2o, ML.NET etc can run on CPU environments. Microsoft's
Hummingbird library converts conventional ML pipelines into tensor-oriented computations as neural network systems do so that they can take advantage of hardware accelerators like GPUs and TPUs for faster real-time deployment.
The post Guide To Hummingbird – A Microsoft’s Library For Expediting Traditional Machine Learning Models appeared first on Analytics India Magazine.