Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by YannDubs
A curated list of projects in awesome lists by YannDubs .
https://github.com/yanndubs/disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
beta-tcvae beta-vae celeba chairs-dataset deep-learning disentangled-representations disentanglement dsprites factor-vae fashion-mnist mnist pytorch representation-learning reproducible-research unsupervised-learning vae variational-autoencoder
Last synced: 01 Nov 2024
https://github.com/yanndubs/neural-process-family
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
conditional-neural-process deep-learning machine-learning meta-learning neural-processes pytorch stochastic-processes uncertainty-estimation
Last synced: 01 Nov 2024
https://github.com/yanndubs/hash-embeddings
PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.
embeddings hashing nips nips-challenge nlp pytorch reproducible-research word-embeddings
Last synced: 27 Oct 2024
https://github.com/yanndubs/lossyless
Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".
compression deep-learning machine-learning python pytorch self-supervised-learning
Last synced: 27 Oct 2024
https://github.com/yanndubs/invariant-self-supervised-learning
Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"
machine-learning python pytorch representation-learning self-supervised-learning
Last synced: 28 Oct 2024
https://github.com/yanndubs/mini_decodable_information_bottleneck
Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.
Last synced: 13 Oct 2024
https://github.com/yanndubs/ssl-risk-decomposition
Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".
benchmark deep-learning evaluation machine-learning model-zoo pytorch representation-learning self-supervised-learning
Last synced: 13 Oct 2024
https://github.com/yanndubs/mirnaseq-analysis
Analyze single-cell miRNA sequencing data from HL-60 cells along a 7-day time-course of ATRA treatment.
atra-treatment bioinformatics mirna mirnaseq-analysis rna-seq
Last synced: 13 Oct 2024
https://github.com/yanndubs/raw-embedings
Novel word embeddings based on a simple and intuitive rolling average. Still in dev mode.
embeddings machine-learning nlp word-embeddings
Last synced: 13 Oct 2024
https://github.com/yanndubs/simulationpopulationgenetics
A general modelisation of Wright Fisher in a context of total biological abstraction. And a specific modelisation of the evolution of the sickle cell anemia in Congo, Cameroon & Gaboon
bioinformatics evolution modeling simulation wright-fisher
Last synced: 13 Oct 2024
https://github.com/yanndubs/npf
Experiments for comparing and understanding different neural processes architectures.
Last synced: 13 Oct 2024
https://github.com/yanndubs/fourrussiansrna
Faster algorithms for RNA-folding using the Four-Russians method
bioinfomatics complexity efficient rna-folding
Last synced: 13 Oct 2024
https://github.com/yanndubs/overlayed-datasets
Code for generating datasets consisting of overlayed images.
classification computer-vision datasets occlusion overlay python
Last synced: 13 Oct 2024
https://github.com/yanndubs/specialized-attention-mini
Mini Version of Specialized Attention
Last synced: 13 Oct 2024
https://github.com/yanndubs/infootmation
Visualise european soccer player's data
football soccer sports-stats sportsanalytics visualization
Last synced: 13 Oct 2024
https://github.com/yanndubs/optimizationcode
Some of the optimisation functions I've implemented: for learning purpose
convex-optimization learning-by-doing optimization
Last synced: 13 Oct 2024
https://github.com/yanndubs/quoraquestion
Siamese LSTM for Kaggle competition: Quora Question Pairs
deep-learning kaggle lstm nlp quora-question-pairs
Last synced: 13 Oct 2024
https://github.com/yanndubs/machinelearningcode
Some of the machine learning functions I've implemented: for learning purpose
learning-by-doing machine-learning
Last synced: 13 Oct 2024
https://github.com/yanndubs/website_old
Yet another blog with focus on machine learning. Home of an intuitive machine learning glossary / cheat sheet.
Last synced: 13 Oct 2024
https://github.com/yanndubs/gameofthrones-reference
Database for game of thrones made for a CPSC 304 project
Last synced: 13 Oct 2024
https://github.com/yanndubs/tictactoepytorch
Tic tac toe dataset and PyTorch baseline.
Last synced: 13 Oct 2024
https://github.com/yanndubs/modellingbacterias
Useless project that tries to model the life of different bacterias in a petri dish: for learning purpose
bacteria bioinformatics modeling simulation
Last synced: 13 Oct 2024
https://github.com/yanndubs/debugjupyterbook
Playing Around with JupyterBook
Last synced: 13 Oct 2024