AlexiaJM

AdversarialConsistentScoreMatching

Code for paper "Adversarial score matching and improved sampling for image generation"

BayesTreePrior

R package for the simulation of the prior distribution of bayesian trees by Chipman et al. (1998).

Deep-learning-with-cats

Deep learning with cats (^._.^)

GANsBeyondDivergenceMin

Code for replication of the paper "GANs beyond divergence minimization"

Generative-model-most-similar-images

Function that output the 5 most similar training (real) images to the given generated (fake) images.

LEGIT

An R package for the Latent Environmental & Genetic InTeraction (LEGIT) model

MaximumMarginGANs

Code for paper: "Support Vector Machines, Wasserstein's distance and gradient-penalty GANs maximize a margin"

relativistic-f-divergences

Code from paper "On Relativistic f-divergences" (http://arxiv.org/abs/1901.02474)

RelativisticGAN

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

score_sde_fast_sampling

Repository for the "Gotta Go Fast When Generating Data with Score-Based Models" paper

AlexiaJM/Deep-learning-with-cats

Deep learning with cats (^._.^)

AlexiaJM/RelativisticGAN

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

AlexiaJM/MaximumMarginGANs

Code for paper: "Support Vector Machines, Wasserstein's distance and gradient-penalty GANs maximize a margin"

AlexiaJM/AdversarialConsistentScoreMatching

Code for paper "Adversarial score matching and improved sampling for image generation"

AlexiaJM/score_sde_fast_sampling

Repository for the "Gotta Go Fast When Generating Data with Score-Based Models" paper

AlexiaJM/relativistic-f-divergences

Code from paper "On Relativistic f-divergences" (http://arxiv.org/abs/1901.02474)

AlexiaJM/Generative-model-most-similar-images

Function that output the 5 most similar training (real) images to the given generated (fake) images.

AlexiaJM/GANsBeyondDivergenceMin

Code for replication of the paper "GANs beyond divergence minimization"

AlexiaJM/LEGIT

An R package for the Latent Environmental & Genetic InTeraction (LEGIT) model

AlexiaJM/score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations

AlexiaJM/deep-symbolic-optimization

Source code for deep symbolic optimization.

AlexiaJM/BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

AlexiaJM/dciknn_cuda

This is the CUDA GPU implementation + Python interface (using PyTorch) of DCI. The paper can be found at https://arxiv.org/abs/1512.00442.

AlexiaJM/ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

AlexiaJM/guided-diffusion

AlexiaJM/GxETesting

Code to replicate analyses from the paper "Distinguishing differential susceptibility, diathesis-stress and vantage sensitivity: beyond the single gene and environment model". See preprint: https://psyarxiv.com/27uw8.

AlexiaJM/lavaan

an R package for structural equation modeling and more

AlexiaJM/machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

AlexiaJM/moses_fixed

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

AlexiaJM/Presentations

AlexiaJM/score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

AlexiaJM/STaSy_iris

Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023

AlexiaJM/Vid-ODE

Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation

AlexiaJM/AlexiaJM.github.io

My blog AlexiaJM.github.io

AlexiaJM/conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

AlexiaJM/formula.toolsdebug

Utilities for working with formulas, expressions, calls and other R objects

AlexiaJM/grf

Generalized Random Forests

AlexiaJM/NoHarm

Do No Harm software license - A licence for using software for good

AlexiaJM/opencv_transforms_torchvision

opencv reimplement for transforms in torchvision

AlexiaJM/TUPE

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.