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/mdformat-pyproject
Make `mdformat` read configuration from `pyproject.toml`
csala/mdformat-simple-breaks
mdformat plugin to render thematic breaks using three dashes
csala/csala.github.io
csala/book-test
csala/BTB
Bayesian Tuning and Bandits -- A simple, extensible AutoML system for hyperparameter selection and tuning
csala/CLIP-Caption-Reward
PyTorch code for "Fine-grained Image Captioning with CLIP Reward" (Findings of NAACL 2022)
csala/clip-interrogator
csala/cookiecutter-hypermodern-python
Hypermodern Python Cookiecutter
csala/Copulas
A library to model multivariate data using copulas.
csala/Estadistiques-AFAs
Estadístiques sobre la distribució de gènere en els òrgans de govern de les AFAs de Catalunya
csala/google-drive-upload
Google Drive Upload Action
csala/google-drive-upload-action
Github action to upload a file to Google Drive using a service account
csala/google-drive-upload-action-test
Testing the google-drive-upload-action
csala/ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
csala/jupyter-tools
Tools and functions to use within Jupyter Notebooks
csala/jupyterlab-execute-time
A JupyterLab extension for displaying cell timings
csala/mit-d3m-ta2
MIT's TA2 System
csala/MLPrimitives
csala/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
csala/pandas-vet
A plugin for Flake8 that checks pandas code
csala/pycaret
An open-source, low-code machine learning library in Python
csala/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
csala/RDT
A repository with Reversible Data Transforms
csala/regolith-rofication
Notification system that provides a Rofi front-end
csala/SDGym
Benchmarking Synthetic data generation methods.
csala/SDV
Automated hierarchical generative modeling for a relational time series databases and sampling
csala/SDV-docs-tests
csala/slides
Slides and notebooks for some presentations.
csala/stable-diffusion
Latent Text-to-Image Diffusion
csala/whisper
Robust Speech Recognition via Large-Scale Weak Supervision