Author: Anurag

Some NLP Frameworks that you can try out today 0

Some NLP Frameworks that you can try out today

http://mrg.bz/A2DcmG 1. https://chainer.org/ 2. http://learningsys.org/papers/LearningSys_2015_paper_33.pdf 3. https://deeplearning4j.org/ 4. http://www.aclweb.org/anthology/W15-1515 5. https://github.com/attardi/deepnl 6. https://github.com/clab/dynet 7. https://arxiv.org/pdf/1701.03980.pdf 8. https://keras.io/ 9. https://github.com/erickrf/nlpnet 10. http://nilc.icmc.usp.br/nlpnet/ 11. http://opennmt.net/ 12. http://opennmt.net/OpenNMT/applications/ 13. http://pytorch.org/about/ 14. https://spacy.io/ 15. https://stanfordnlp.github.io/CoreNLP/ 16. https://www.tensorflow.org/ 17. http://tflearn.org/ 18. https://github.com/Theano/Theano 19. https://github.com/odashi/chainer_nmt

Bias & Variance in laymen Terms 0

Bias & Variance in laymen Terms

If the machine learning model is not generalised then the model contains some kind of error.Error= difference between actual and predicted values/classesFormulae = sum of (actual output-predicted output), Also Error...

Repository of Natural Language Processing 0

Repository of Natural Language Processing

Track the progress in Natural Language Processing (NLP), including the datasets. Automatic speech recognition CCG supertagging Common sense Constituency parsing Coreference resolution Dependency parsing Dialogue Domain adaptation Entity linking Grammatical...

General Transit Feed Specification 0

What is GTFS by the way ?

GTFS General Transit Feed Specification is a common format for public transportation schedules and associated geographic information. It is the data used by google Maps.2. Details of GTFSGTFS is a...

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7 Steps of Machine Learning

The 7 steps of any Machine Learning problem to answering questions Gathering Data Preparing the Data Choosing a Model Training Evaluation Hyperparameter Tuning Prediction   Data Gathering We will first...