Developers Corner

How To Predict Failure of An Application Using Apriori Algorithm And Isolation Forest

You are trying to purchase your favourite T-shirt from a popular online store. Just as…

Hands-on Guide to Reformer – The Efficient Transformer

Ever since The Transformers come into the picture, a new surge of developing efficient sequence…

Ultimate guide to PyTorch Optimizers

PyTorch is the fastest growing deep learning framework and it is also used by many…

Google Introduces ToTTo Dataset To Tackle Hallucination Problem

Google has developed an open domain table-to-text generation dataset called ToTTo to overcome the hallucination…

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.

Top Ten BERT Alternatives For NLU Projects

The last few years have witnessed a wider adoption of Transformer architecture in natural language…

tensorflow keras optimizers

Guide To Tensorflow Keras Optimizers

Optimizers are the expanded class, which includes the method to train your machine/deep learning model.…

What Is Robustness Gym?

NLP systems work like a well-oiled machine on standard benchmarks. However, their performance is not…

Google To Pull The Plug On These Apps In 2021

Google boasts an impressive portfolio of apps released over the years. However, some of them…

Switch transformer

Google Trains A Trillion Parameter Model, Largest Of Its Kind

Google has developed and benchmarked Switch Transformers, a technique to train language models, with over…