diehlj

ComplexityMeasuresPaper

Code accompanying our paper for ComplexityMeasures.jl

instructor

structured outputs for llms

constrained-diffusion

Dynamic-DeepHit

Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data

RoughPy

Toolbox for working with streaming data as rough paths in Python

llamafile

Distribute and run LLMs with a single file.

nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

TropicalTensors.jl

Tropical tensor network for spin glasses

diffmoog

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

MaxPlus.jl

[Version 0.3.0][Registered Package][Functional] (max,+) and (min,+) algebra toolbox for Julia

TropicalGEMM.jl

The fastest tropical matrix multiplication in the world!

CuTropicalGEMM.jl

The fastest Tropical number matrix multiplication on GPU

whisper-diarization

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

MrBayes

MrBayes is a program for Bayesian inference and model choice across a wide range of phylogenetic and evolutionary models. For documentation and downloading the program, please see the home page:

raxml-ng

RAxML Next Generation: faster, easier-to-use and more flexible

Awesome-Time-Series-Explainability

A list of (post-hoc) XAI for time series

distil-whisper

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

twoParamSS

implements the 2-param. sums signature

code_transformers

Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code

FEDformer

GENIUS

Can GPT-4 Perform Neural Architecture Search?

TSDB

a Python toolbox loads 172 public time series datasets for machine learning/deep learning with a single line of code. Datasets from multiple domains, e.g. healthcare, financial, power, traffic, and weather.

awesome-large-audio-models

Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.

diffsort

Differentiable Sorting Networks

PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

TopoModelX

Topological Deep Learning

languini-kitchen

The official Languini Kitchen repository

SKAB

SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.

Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence