aswart

VBx

Variational Bayes HMM over x-vectors diarization

frechet-audio-distance

A lightweight library for Frechet Audio Distance calculation.

SSSD

Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'

lhotse

Tools for handling speech data in machine learning projects.

borb-examples

jaxnlds

Inference on non-linear dynamical systems written in JAX

t-vae

Transformer Variational Autoencoder experiment

vbmc

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

torchlayers

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

autoconj

Recognizing and exploiting conjugacy without a domain-specific language

computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

causalml

Uplift modeling and causal inference with machine learning algorithms

auxiliary-deep-generative-models

Deep generative models for semi-supervised learning.

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

amdtk

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

purine2

Purified Purine.

random-double

An algorithm for generating random doubles.

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

calc_sbpca

Subband PCA feature calculation

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

Sum-of-Functions-Optimizer

Implements SFO minibatch optimizer in Python and MATLAB, and reproduces figures from paper.

TVB

A variational method that looks like EP

scikit-learn

scikit-learn: machine learning in Python

scikit-learn

scikit-learn: machine learning in Python