How to install python in windows and use pip in command prompt like mac and ubuntu
These are the steps that have to be followed in order to install python in windows and to be able to install pip commands directly into your command prompt just...
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How to Deploy D3.js visualization or any .html to heroku
10 steps process to deploy a .html website to Heroku, run these commands on the terminal and make sure you have a Heroku account Get to the directory: cd YOUR_DIRECTORY...
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How to Embed D3.js visualizations in WordPress blog using iFrames
You need to do 2 things before Embedding any D3.js visualization to your self-hosted WordPress blog Install the iFrame plugin for WordPress. Host your d3.js visualisation somewhere (so that you...
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
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
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...
Python 2 & 3 kernel inside the jupyter notebook
While solving our problems on python, Many of us might have faced the situation of kernels, the specific package supports only python 2.7 and require python 3 and there are...
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...
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...
11 Data Mining Algorithms
1. Regression & Classification Linear Multivariate Linear Logistic Softmax Vectorization Gradient Calculation Stochastic Gradient Descent (SGD) Optimizers and Objectives 2. Regularization Ridge regression 3. Clustering k – Means EM Algorithms...
Best Data Visualization Resources
Data Visualization Websites Online Juice Analytics Silk Datawrapper Polychart Plotly DataHero Number Picture Weave Datavisual Zoomdata (via the cloud platforms) RAW Software Tableau SAP Lumira (including a free Personal Edition...
Top Ten Places where AI and Machine Learning make our Life Easier
Creativity to make our surrounding automatic is our one and only aim left. Day by Day AI and Machine Learning automating more and more parts of our life.We all have...