Posts
-
Try to uncover clusters among time series data
Attempt to identify patterns or groupings within time series datasets utilizing DBA-k-means techniques on time series data and assessing them using silhouette scores -
Explore Global Climate Cases by Jurisdiction
A brief glance at the jurisdictions that are involved in climate change litigation, based on the cases recorded in the Sabin Center database -
Analyzing the correlation between chocolate consumption and cognitive functions
Reading a study on the relationship between chocolate consumption and Nobel laureates count by country, we'll try to figure out if chocolate consumption really helps cognitive functions to improve? -
How to train an agent to play Connect Four with Reinforcement Learning?
Train a PPO agent to play connect four with RLlib reinforcement learning framework, integrate it into a Gradio Web App and deploy it in a Hugging Face Space -
How to get collocations with the dunning likelihood ratio?
Explore a corpus with NLTK and the dunning likelihood ratio to discover common collocations or word combinations -
How to statistically test the residuals from forecasted data?
Practical examination of the forecast residuals in a time series prediction for electricity consumption and conducting a series of statistical tests on time-dependent data -
Four simple instantiations of ARIMA processes as a cheat sheet
ARIMA processes in a nutshell with four simple instantiations, some common notations and functions in time series analysis -
Compute simple corpus descriptive metrics
Sometimes we lack descriptive informations about raw textual data, here is a quick overview of assessing corpus quality using some basic descriptive metrics with the help of NLTK -
Easy exploratory data analysis on hacker news stories
How to perform a quick analysis on hacker news top stories with NLTK -
How to purposefully discover new data analysis technics?
How to stay up to date or discover unkown field in datascience -
How to extend NLTK CorpusReader?
How to load a json corpus with NLTK on hacker news top stories -
ROUGE and BLEU scores for NLP model evaluation
ROUGE and BLEU similarity metric for evaluating models Automatically check for broken links on your jekyll website
Automate jekyll website links checking with github action CIA basic python development setup
Development setup with vscode, git, pipenv, mypy and pytestCoronavirus prediction based on current data
Predictions with Sigmoid and SIR based on coronavirus dataAge distribution analysis on Coronavirus data
Analysis of the age distribution of Coronavirus confirmed cases in the Republic of KoreaTime series analysis on Coronavirus data
A brief analysis of the confirmed cases of Coronavirus by countrySentiment analysis on twitter data with ELK
A quick sentiment analysis on twitter data with ELK (Elasticsearch, Logstash, Kibana)Play with MNIST and tensorflow 2.1
Use of a convolutional neural network on MNIST with tensorflow 2.1The (detailed) mathematics behind neural networks
A mathematic demonstration of a neural network optimization for multiclass classificationMostly used activation functions
This is a simple record of the most used activation functions and their derivatives.
Simple tensorflow 2.0 optimization
Understanding function optimization with tensorflow 2.0
Page 1 of 1
subscribe via RSS