AlexiaJM

Deep-learning-with-cats

Deep learning with cats (^._.^)

RelativisticGAN

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

MaximumMarginGANs

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

AdversarialConsistentScoreMatching

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

score_sde_fast_sampling

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

relativistic-f-divergences

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

Generative-model-most-similar-images

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

GANsBeyondDivergenceMin

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

LEGIT

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

score_sde

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

deep-symbolic-optimization

Source code for deep symbolic optimization.

BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

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.

ffcv

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

generative-reversible

guided-diffusion

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.

lavaan

an R package for structural equation modeling and more

machine-learning-interview-enlightener

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

Presentations

score_sde_pytorch

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

STaSy_iris

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

Vid-ODE

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

AlexiaJM.github.io

My blog AlexiaJM.github.io

conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

formula.toolsdebug

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

grf

Generalized Random Forests

NoHarm

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

opencv_transforms_torchvision

opencv reimplement for transforms in torchvision

TUPE

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