ActiveState Blog

Natural Language Processing: NLTK vs spaCy20191017175548

Natural Language Processing: NLTK vs spaCy

There's a real philosophical difference between NLTK and spaCy. NLTK was built by scholars as a tool to help you create complex NLP functions. In cont...
Plotting Data in Python: matplotlib vs plotly20191010151619

Plotting Data in Python: matplotlib vs plotly

Dante SblendorioOctober 10, 2019, , ,
Data visualization provides a powerful tool to explore, understand, and communicate the valuable insights and relationships that may be hidden within ...
Using Python to Convert PDFs to Images20191003113007

Using Python to Convert PDFs to Images

Python is good at providing developers with easy ways to make use of complex C code libraries to accomplish compute-intensive tasks. In this blog, we'...
How to Migrate Python 2 Applications to Python 320190926093038

How to Migrate Python 2 Applications to Python 3

Porting code from an older version of Python to a newer version can be a difficult and intimidating process. This blog compares and provides examples ...
Creating Python Dashboards: Dash vs Bokeh20190919093606

Creating Python Dashboards: Dash vs Bokeh

Modern data collection processes can lead to the creation of very large datasets, which makes it difficult to effectively analyze data in a quick and ...
Flask vs Django: Comparing REST API Creation20190912100052

Flask vs Django: Comparing REST API Creation

In the web-driven world that we currently live in, APIs are king, and when it comes to Python, there are two popular choices for building a scalable, ...
Extending Asana with Lambda20190904115250

Extending Asana with Lambda

Andrey VladimirovSeptember 4, 2019, , ,
From time to time, all of us run up against the limitations of our tools. In the old days, you’d put in a feature request and NOT hold your breath wai...
How to Clean Machine Learning Datasets Using Pandas20190829100032

How to Clean Machine Learning Datasets Using Pandas

The first step in any machine learning project is typically to clean your data. In this post, we show you how to cleanse data using Python and Pandas....
TensorFlow Optimization Showdown: ActiveState vs. Anaconda20190821105140

TensorFlow Optimization Showdown: ActiveState vs. Anaconda

Dante SblendorioAugust 21, 2019, , ,
TensorFlow has become one of the most popular machine learning software packages among data scientists. It was originally developed for internal use a...
Comparing Decision Tree Algorithms: Random Forest vs. XGBoost20190814131732

Comparing Decision Tree Algorithms: Random Forest vs. XGBoost

Dante SblendorioAugust 14, 2019, , ,
Random Forest and XGBoost are two popular decision tree algorithms for machine learning. In this post I’ll take a look at how they each work, compare ...
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