csala
Python and Data Hacker. Researcher at the @DAI-Lab, MIT. Co-founder of @datacebo and @pythiac. Co-creator of @sdv-dev and @MLBazaar
Goldfish Code Sant Llorenç Savall
Pinned Repositories
mdformat-pyproject
Make `mdformat` read configuration from `pyproject.toml`
mdformat-simple-breaks
mdformat plugin to render thematic breaks using three dashes
module-flattener
Flatten python modules into a single .py file
nginx-gzip
Lua scripts for nginx body (de)compression
BTB
A simple, extensible library for developing AutoML systems
MLBlocks
A library for composing end-to-end tunable machine learning pipelines.
Copulas
A library to model multivariate data using copulas.
CTGAN
Conditional GAN for generating synthetic tabular data.
SDV
Synthetic data generation for tabular data
smapy
Simple Modular APIs in Python
csala's Repositories
csala/trello-github-sync
Synchronize Github Issues, Pull Requests and Milestones as Trello cards.
csala/ATM
Auto Tune Models - A multi-user, multi-data system for model selection and tuning.
csala/AutoBazaar
AutoBazaar: An AutoML System from the Machine Learning Bazaar
csala/awesome-github-templates
:octocat: Curated list of GitHub Issues and Pull Requests templates
csala/cookiecutter-pypackage
DAI Lab's adaptation of cookiecutter-pypackage
csala/cookiecutter-python-package
Cookiecutter Template for Python Project
csala/CoolProject
cookiecutter playground
csala/CTGAN
Conditional GAN for Tabular Data
csala/dask-kubernetes
Native Kubernetes integration for dask
csala/DoppelGANger
Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger
csala/featuretools
automated feature engineering
csala/flask-restless
A Flask extension for creating simple ReSTful JSON APIs from SQLAlchemy models.
csala/GreenGuard
AutoML for Renewable Energy Industries.
csala/ML4S
Machine Learning For Science
csala/MLBlocks
A library for composing end-to-end tunable machine learning pipelines.
csala/mlprimitives-demos
csala/Orion
An auto machine learning library for detecting anomalies in telemetry data from satellites.
csala/pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
csala/piex
Pipeline explorer- Exploring millions of pipelines learnt so far using MLBlocks and MLPrimitives.
csala/pretty-s3-index-html
A prettier index.html for listing public files and folders in Amazon S3 buckets. (UNMAINTAINED)
csala/rundoc
A command-line utility that runs code blocks from documentation.
csala/SDMetrics
Metrics to evaluate quality and efficacy of synthetic datasets.
csala/setuptools
Official project repository for the Setuptools build system
csala/smapy
Simple Modular APIs in Python
csala/ta1-primitives
csala/task-geo
"Help us understand how geography affects virality."
csala/task-risk
"What do we know about COVID-19 risk factors?"
csala/task-ties
"What is known about transmission, incubation, and environmental stability?"
csala/TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
csala/TGAN
Generative adversarial training for synthesizing tabular data