Luke Salamone's Blog

If you want to serve some HTML with python run python -m http.server 8000 Then navigate to http://localhost:8000.

This article will show how to run a simple language model, KenLM.

Temperature is a parameter used in natural language processing models to increase or decrease the “confidence” a model has in its most likely response.

TLDR: NLP metric ranging from 1 to infinity.

Assuming your bucket is publicly accessible, the url of your S3 bucket will be http://[bucket-name].s3-website-[region].amazonaws.com For example for “mybucket” in “us-east-1” your url will be http://mybucket.s3-website-us-east-1.amazonaws.com

Here we will demonstrate an implementation of the paper Improving financial trading decision using deep Q-learning: Predicting the number of shares, action strategies, and transfer learning by Jeong et al.

I’ve created a few quick-reference articles and it might not be clear why.

Often it is useful to save python data to json files.

Autoencoding stock prices as found in Heaton et al., 2016 So you want to build an autoencoder?

There are three main ways to format strings in python: name = 'Luke' food = 'pizza' # old style "My name is %s and I like %s." % (name, food) # str.format() "My name is {0} and I like {1}.".format(name, food) # f-strings f"My name is {name} and I like…

The following is a transcript of the above video In this paper, the authors present a novel neural network architecture to enable audio search via sounds humans are able to make, for example humming and whistling.

Are you studying machine learning and want to know more about Gaussian Mixture Models?

Need to switch between python versions often?

K-means clustering (not to be confused with K-nearest neighbors) is an unsupervised learning algorithm used for grouping similar points together into clusters. start Algorithm The basic K-means algorithm is fairly simple and has two steps, repeated until…

It seems like a simple enough question.

A Monte Carlo simulation is a method of estimating events or quantities which are difficult or computationally infeasible to derive a closed-form solution to.

Gomoku is a strategy game similar to tic tac toe, but played on a larger board and with the goal of getting 5 in a row rather than 3.