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Center for Humanities Computing

Aarhus, Denmark

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Márton Kardos's starred repositories

emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

Language:PythonMIT146400

bofire

Experimental design and (multi-objective) bayesian optimization.

Language:Jupyter NotebookBSD-3-Clause21500

jaxley

Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.

Language:PythonApache-2.04200

harmonic

Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection

Language:PythonGPL-3.05500

nndescent

C++/Python implementation of Nearest Neighbor Descent for efficient approximate nearest neighbor search

Language:C++BSD-2-Clause1900

model2vec

Model2Vec: Distill a Small Fast Model from any Sentence Transformer

Language:PythonMIT22500

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

Language:PythonApache-2.0139200

thejoker

A custom Monte Carlo sampler for the (gravitational) two-body problem

Language:PythonMIT3000

neural-tangents

Fast and Easy Infinite Neural Networks in Python

Language:Jupyter NotebookApache-2.0227500

merge-tokenizers

Package to align tokens from different tokenizations.

Language:PythonNOASSERTION200

spacy-alignments

💫 A spaCy package for Yohei Tamura's Rust tokenizations library

Language:PythonMIT2700

ott

Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.

Language:PythonApache-2.050800

geomstats

Computations and statistics on manifolds with geometric structures.

Language:Jupyter NotebookMIT125000

patchworklib

Patchwork for matplotlib: A subplot manager for intuitive layouts in matplotlib, seaborn, and plotnine.

Language:Jupyter NotebookGPL-3.037600

sentence-transformers

State-of-the-Art Text Embeddings

Language:PythonApache-2.01500800

FASTopic

A Fast, Adaptive, Stable, and Transferable Topic Model

Language:PythonApache-2.03300

jaxns

Probabilistic Programming and Nested sampling in JAX

Language:PythonNOASSERTION14200

spopt

Spatial Optimization

Language:PythonBSD-3-Clause30400

llm2vec

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

Language:PythonMIT118400

emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

Language:PythonMIT49000

narwhals

Lightweight and extensible compatibility layer between dataframe libraries!

Language:PythonMIT44700

preliz

Exploring and eliciting probability distributions

Language:PythonApache-2.08700

instructor

structured outputs for llms

Language:PythonMIT772300

KeyphraseVectorizers

Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a document-keyphrase matrix.

Language:PythonBSD-3-Clause25100

pykan

Kolmogorov Arnold Networks

Language:Jupyter NotebookMIT1479300

CausalPy

A Python package for causal inference in quasi-experimental settings

Language:PythonApache-2.088600

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Language:PythonApache-2.0215300

skada

Domain adaptation toolbox compatible with scikit-learn and pytorch

Language:PythonBSD-3-Clause6100

DaCy

DaCy: The State of the Art Danish NLP pipeline using SpaCy

Language:PythonApache-2.09100

mistral.rs

Blazingly fast LLM inference.

Language:RustMIT366500