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Model Confidence Scores
Many ML classification models can provide a confidence score which tells the user how confident t...
Learning with Limited Data
Good machine learning is heavily dependent on good data. A few more good data-points is likely to...
Relationship Extraction
Relationship Extraction (RE) is a task that is related to Coreference Resolution but with a focus...
Pattern Exploitative Training
PET or Pattern Exploitative Training @article{schick2020exploiting, title={Exploiting Cloze Qu...
Design Frameworks
Design frameworks provide out of the box styling and components for use in websites. Many framewo...
Mental Health Primer
May I have the serenity to accept the things I cannot change,the courage to change the things I...
Exporting Issues from Linear
The first step we need to take is to export our issues from linear. The easiest way to do this is...
Deploying Django Apps
Packaging a Django App in Docker I wrote a blog about packaging django apps up for shipping in d...
Django and PostgreSQL
When working with Django and PostgreSQL it is typically best to use the psycopg[binary] package: ...
DBT
DBT is a data transformation tool with a SaaS platform and an open-core command line tool. The to...
Data Wrangling
DuckDB DuckDB is a lightweight OLAP type database system written in C++ and designed to be used f...
Data Loading with Airbyte
Airbyte is a FOSS tool for mass data import and export when working with common flavours of SQL a...
Keyword Extraction
Graph-Based Keyword Extraction Graph-based approaches like TextRank allows the extraction of keyw...
Coreference Resolution
Co-reference Resolution (CR) is the task of deciding whether two entity mentions refer to the sam...
Question Answering
Approaches Fine-Tuning Sentence-BERT for Question Answering CapitalOne produced a tutorial (mirr...
Introduction to Migrating from Linear to JIRA
Why would you want to migrate from Linear to JIRA? At our company we started to realise that we ...
Weekly Review
A weekly review provides an opportunity to celebrate your wins, commiserate your losses and plan ...
☕ Coffee
Good UK Coffee Merchants Hayling Island Coffee Society (HICS), Portsmouth A local (to me), inde...
Joplin
Joplin Joplin is a PKM system with feature sets similar to Evernote, Notion and OneNote. Joplin...
Personal Knowledge Management
Personal Knowledge Management or PKM has a fairly "does what it says on the tin" kind of name. It...