Pierre Guillou's repositories
fastai-v1-projects
fastai v1 projects
art-DCGAN
Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.
arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
cougar-or-not
An API for identifying cougars v.s. bobcats v.s. other USA cat species
dcgan.torch
A torch implementation of http://arxiv.org/abs/1511.06434
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
deepfrench
NLP French language model implementing ULMFiT
DeepLearningExamples
Deep Learning Examples
dl-studies
Notebooks and notes on data-driven experiments derived from my studies with fast.ai's courses.
DL_PyTorch
Code for the Deep Learning with PyTorch lesson
GAN-Timeline
A timeline showing the development of Generative Adversarial Networks (GAN).
gandissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
gans-awesome-applications
Curated list of awesome GAN applications and demo
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
improved-wgan-pytorch
Improved WGAN in Pytorch
ml-tools
Tools for Machine Learning and Deep Learning
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Random-Erasing
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
rich_latent
rich posterior approximations and anomaly detection
zero-shot-learning
Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings