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River For Online Machine Learning: An Example

River is the online machine learning package in Python. It can work for variety of machine learning problems whether it is regression or classification.           River consists of Creme and Scikit-Multiflow and is intended to work on the data that is continuously generated. This blog demonstrates a step by step procedure to use River on an example data set starting from its... read more

River for Online Machine Learning in Python

River is a Python library for online machine learning. The library lets you train machine learning models on streaming data.           Introduction   All the traditional machine learning algorithms whether it is as simple as linear regression or strong learner algorithms like xgboost, all the algorithms process the data in batches. This means that these algorithms look at the... read more

Ice cream: The Debugger

“Never use print() to debug again.” In programming Journey, we have heard errors or bugs. All programming languages like C, Java, .Net etc. have their ways to handle these errors and bugs.         I remember, when I was learning programming and used to write my programs in C and C++, how difficult it was to debug the errors. This happens with everyone. It sometimes takes very long time... read more

Julia: A Competitor to Python?

Julia combines python’s convenience with C’s performance. This means it combines the convenience of dynamic languages with the performance of statically linked languages.           Introduction Humans talk to computers by giving them specific instructions that automate our world with the help of programming languages. There are many programming languages like Java, C,... read more

Django Test Driven Development using Bitbucket

Big IT companies have seen the need of testing as a major step in software development and emphasize on testing of software thoroughly before shipping them out.         Assuming you made a smoke detector alarm that triggers an alarm once it detects smoke, you cannot just start selling it directly or install it in your house waiting for the day you house catches fire to find out whether... read more

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