louaaron

Score-Entropy-Discrete-Diffusion

[ICML 2024 Oral] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)

Reflected-Diffusion

[ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)

GAN-Q-Learning

Unofficial Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874

CS294_homework

My solutions to Berkeley's CS294 (Deep Reinforcement Learning) Homework

TopologicalDeepLearning

A collection of Topology Methods in Deep Learning

Scaling-Riemannian-Diffusion

[NeurIPS 2023] Scaling Riemannian Diffusion Models

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

RL-Halite

A reinforcement learning agent for the game halite.io

CoupSimulation

A simulation of the playing card game coup

darts

Differentiable architecture search for convolutional and recurrent networks

DCGAN-Image-Generation

deq

[NeurIPS'19] Deep Equilibrium Models

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

driver-classif

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

expm

Differentiable and numerically stable implementation of expm

hgcn

Hyperbolic Graph Convolutional Networks in PyTorch.

HyperbolicTiling_Learning

Official implementation (learning part) for paper: Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models

imagenet-simple-labels

Simpler human-readable labels for ImageNet 🏷

pearl

Prototypes for Every Applicable RL algorithm

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sgd_tail_index

The codebase for the paper "A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks"

tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

TopologyLayer

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

website_old

My personal website