vlievin/ToyDatasets

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Created almost 7 years ago
Updated over 6 years ago

vlievin/ToyDatasets

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Simple datasets made to speed-up the development of deep learning models using PyTorch

medical-reasoning

Medical reasoning using large language models

biva-pytorch

Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)

Unet

U-Net Model for Image Segmentation Problems using PyTorch 0.4

char-VAE

Inspired by the neural style algorithm in the computer vision field, we propose a high-level language model with the aim of adapting the linguistic style.

Jupyter Notebook

ovis

Official code for the "Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds"

gan-experiments-pytorch

Experiments with GAN, WGAN, WGAN-GP, DC-GAN, cGAN, AC,GAN and pix2pix

Jupyter Notebook

booster-pytorch

A lightweight library to ease the training and tracking of deep neural networks with PyTorch. Data structures and paradigms.

Kaggle-Leaf-classification-using-RNNs

A simple example of how to use RNNs for classification

Jupyter Notebook

dgm-template

A template for deep generative models

deep-bayes

Bayesian Regression and Classification models with deep features

Jupyter Notebook

vod

Variational Open-Domain - Question Answering and Language Modelling

serve-lm

Serve `transformers` language models using `litestar`. Mimicks `openai.create` API.

whisper-transcript

Transcript videos using Whisper and pyannote (speaker identification)

deep-reader-lda

Project developed in the context of the OI-X challenge at DTU, visit the website for more information.