Thoughts on DuckLake
π
data-eng
The total derivative of a metric tree
π
data-science
Minimizing the runtime of a SQL DAG
π
data-engineering
python
Hard data integration problems at Carbonfact
π
data-science
Introducing icanexplain @ PyData Paris 2024
π₯
analytics-engineering
python
@daily_cache implementation in Python
π
python
LCA software: exit the matrix
π
sustainability
python
Cutting up shoes to measure their footprint
π
sustainability
data-science
A training set for bike sharing forecasting
π
data-eng
machine-learning
Decomposing funnel metrics
π
data-science
Efficient ELT refreshes
π
data-eng
Online machine learning on the road @ IDE+A, TH KΓΆln
ποΈ
online-machine-learning
Sh*t flows downhill, but not at Carbonfact
π
data-eng
Answering "Why did the KPI change?" using decomposition
π
data-science
Measuring the carbon footprint of pizzas
π
sustainability
python
Graph components with DuckDB
π
data-science
sql
For analytics, don't use dynamic JSON keys
π
data-eng
sql
Metric correctness doesn't matter, consistency does
π
data-science
Online gradient descent written in SQL
π
online-machine-learning
sql
Using SymPy in Python doctests
π
python
Online active learning in 80 lines of Python
π
online-machine-learning
Are Airbnb guests less energy efficient than their host?
π
sustainability
data-science
The future of River
π
online-machine-learning
Parsing garment descriptions with GPT-3
π
text-processing
NLP at Carbonfact: how would you do it?
π
text-processing
Matrix inverse mini-batch updates
π
online-machine-learning
A rant against dbt ref
π
data-eng
sql
rant
First IRL meetup with the River developers
π
online-machine-learning
Online machine learning with River @ GAIA
π₯
online-machine-learning
Fuzzy regex matching in Python
π
text-processing
OCR spelling correction is hard
π
text-processing
Comic book panel segmentation
π
image-processing
Online machine learning in practice @ PyData PDX
ποΈ
online-machine-learning
The online machine learning predict/fit switcheroo
π
online-machine-learning
Online machine learning in practice @ Applied AI
π₯
online-machine-learning
Online machine learning in practice @ LVMH
ποΈ
online-machine-learning
Web scraping, upside down
π
web-scraping
One year at Alan
π
job-log
Manipulating ephemeral data with git
ποΈ
web-scraping
Dashboards and GROUPING SETS
π
data-eng
sql
Homoglyphs: different characters that look identical
π
text-processing
Automated document processing at Alan
π
text-processing
Text classification by data compression
π
machine-learning
text-processing
Reducing the memory footprint of a scikit-learn text classifier
π
machine-learning
text-processing
An overview of dataset time travel
π
data-eng
The challenges of online machine learning in production @ ItaΓΊ Unibanco
ποΈ
online-machine-learning
Quelle est lβempreinte Γ©cologique du Big Data? @ Toulouse Tech
π₯
sustainability
Converting Amazon Textract tables to pandas DataFrames
π
text-processing
What my PhD was about
π
job-log
Unsupervised text classification with word embeddings
π
machine-learning
text-processing
Focal loss implementation for LightGBM
π
machine-learning
A few intermediate pandas tricks
π
data-eng
A brief introduction to online machine learning @ Hong Kong Machine Learning Meetup
ποΈ
online-machine-learning
The correct way to evaluate online machine learning models
π
online-machine-learning
Online machine learning with decision trees @ Toulouse AOC workgroup
ποΈ
online-machine-learning
Our solution to the IDAO 2020 qualifiers
ποΈ
competitive-machine-learning
Speeding up scikit-learn for single predictions
π
machine-learning
Machine learning for streaming data with creme
π
online-machine-learning
Global explanation of machine learning with sensitivity analysis @ MASCOT-NUM
ποΈ
machine-learning
explainability
Bayesian linear regression for practitioners
π
machine-learning
Under-sampling a dataset with desired ratios
π
machine-learning
The benefits of online machine learning @ Quantmetry
ποΈ
online-machine-learning
The benefits of online machine learning @ Element AI
ποΈ
online-machine-learning
Finding fuzzy duplicates with pandas
π
data-eng
A smooth approach to putting machine learning into production
π
machine-learning
data-eng
The benefits of online machine learning @ Airbus Bizlab
ποΈ
online-machine-learning
Machine learning incrΓ©mental: des concepts Γ la pratique @ Toulouse Data Science Meetup
ποΈ
online-machine-learning
Skyline queries in Python
π
data-eng
Online machine learning with creme @ PyData Amsterdam
ποΈ
online-machine-learning
SQL subquery enumeration
π
sql
An approach based on Bayesian networks for query selectivity estimation @ DASFAA
ποΈ
selectivity-estimation
phd
Morellet crosses with JavaScript
π
generative-art
Streaming groupbys in pandas for big datasets
π
online-machine-learning
Target encoding done the right way
π
machine-learning
Stella triangles with JavaScript
π
generative-art
Unknown pleasures with JavaScript
π
generative-art
Subsampling a training set to match a test set - Part 1
π
machine-learning
Docker for data science @ HelloFresh Berlin
ποΈ
data-science
Halftoning with Go - Part 2
π
image-processing
Grid paintings Γ la Mondrian with JavaScript
π
generative-art
Challenge Big Data @ TSE
π₯
competitive-machine-learning
Halftoning with Go - Part 1
π
image-processing
Predire la disponibilitΓ© des Velib' @ Toulouse Data Science Meetup
π₯
data-science
machine-learning
data-viz
Recursive polygons with JavaScript
π
generative-art
The NaΓ―ve Bayes classifier
π
machine-learning
An introduction to genetic algorithms
π
machine-learning
Setting up a droplet to host a Flask app
π
web-dev
Visualizing bike stations live data
π
data-viz