11 Alternatives To Keras For Deep Learning Enthusiasts

Keras, one of the most popular frameworks in deep learning, is a high-level neural network library which runs on top of TensorFlow, CNTK and Theano. Written in Python, this framework allows for easy and fast prototyping as well as running…

7 Most Popular NLP Frameworks In Machine Learning

Natural Language Processing (NLP) is one of the most popular domains in machine learning. It is a collection of methods to make the machine learn and understand the language of humans. The wide adoption of its applications has made it…

Hands-On Guide To Multi-Label Image Classification With Tensorflow & Keras

Image classification is one of the trending applications in machine learning. It has a wide range of applications — from facial recognition algorithms to identifying complex patterns in images like crime detections, and many other social, medical and technical applications.…

TensorFlow vs Keras: Which One Should You Choose

Frameworks play a crucial role in the domain of data science. Frameworks are a collection of packages and libraries which help in simplifying the overall programming experience for building a specific kind of application. Keras and TensorFlow are among the…

How To Make The Most Of TensorFlow 2.0: Key Things To Know

Abstraction is a common trait amongst the now widely used machine learning libraries or frameworks. Dusting off the nitty-gritty details under the rug and concentrating on implementing algorithms with more ease is what any data scientist would like to get…

Learn Image Classification Using CNN In Keras With Code

Have you ever wondered how Facebook labels people in a group photo? Well if you have, then here is the answer. Behind the attractive and cool looking user interface that you see, there is a complex algorithm that recognises the…

Machine Learning Hacks: Cheatsheets, Codes, Guides And Walkthrough

As the Data Science and Machine Learning field evolve, there is a huge demand for a number of professionals who are skilled in this domain. When one starts with learning and implementing the techniques involved in building the models with…

Why Is Auto-Keras Gaining Such Popularity?

Auto Keras is the new open-source neural network library built for automated machine learning. This is built upon Keras where one with less knowledge about machine learning can make use of this library to build neural networks. This library makes…

TensorFlow Vs Caffe: Which Machine Learning Framework Should You Opt For?

When it comes to TensorFlow vs Caffe, beginners usually lean towards TensorFlow because of its programmatic approach for creation of networks. TensorFlow has surged ahead in popularity largely because of the large adoption by the academic community. Caffe, on the…

Databricks Releases Open Source Machine Learning Platform MLflow Aimed To Standardize ML Workflows

San Francisco headquartered Databricks that provides a unified analytics platform released MLflow, a new open source project that strives to provide some standardization to the complex processes that machine learning engineers face during the course of building, testing, and deploying…

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