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A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
𝗢𝘄𝗻 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analy…
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores
The "breathing k-means" algorithm with datasets and example notebooks
Tools for diagnostics and assessment of (machine learning) models
Making your benchmark of optimization algorithms simple and open
Quantile Regression Forests compatible with scikit-learn.
The breathing k-means algorithm (just one source file containing the algorithm as found on pypi)
Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.
Simple stochastic weight averaging callback for Keras
LDAP Authenticator Plugin for Jupyter
an open-source python toolbox to analyze mobile phone metadata
Scripts to setup a GPU / CUDA-enabled compute server with libraries for deep learning
Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
🚴 Call stack profiler for Python. Shows you why your code is slow!
Repository of code for the experiments for the ICLR submission "An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Networks"
Exelixi is a distributed framework based on Apache Mesos, mostly implemented in Python using gevent for high-performance concurrency. It is intended to run cluster computing jobs (partitioned batch…
A recommender systems development and evaluation package by Mendeley