Deepanshu JindalCool trick to analyze the effect of hyperparametersOften one has to sieve through data to identify trends due to different hyperparams in model. Here I provide a trick to do it…Apr 6, 2020Apr 6, 2020
Deepanshu JindalinTowards Data ScienceFine-Grained Analysis of Sentence EmbeddingsSentence Embeddings are crucial for incorporating deep learning for NLP tasks. We dig deep into two popular methods for generating these.Nov 2, 20191Nov 2, 20191
Deepanshu JindalinTowards Data ScienceAugmenting Neural Networks with Constraints OptimizationAdding constraints which incorporate domain knowledge is an interesting way to augment neural networks with world knowledge and improve…Oct 23, 20191Oct 23, 20191
Deepanshu JindalHow to plot wholesome confusion matrix?Confusion matrix provides an elegant way to analyse and evaluate the results of your classifier models. It is a specific table layout that…May 11, 2019May 11, 2019
