vlievin

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.

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

booster-pytorch

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

deep-bayes

Bayesian Regression and Classification models with deep features

deep-reader-lda

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

dgm-template

A template for deep generative models

serve-lm

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

whisper-transcript

Transcript videos using Whisper and pyannote (speaker identification)

babelDatasets

NLP dataset for PyTorch

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

BDA_course_Aalto

Bayesian Data Analysis course at Aalto

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

diffusion

Denoising Diffusion Probabilistic Models

explainable-dqn-pytorch

PyTorch implementation of the DQN, Dueling DQN and Double DQN. Real-time Saliency visualisation.

Ignite-Booster

An interface to PyTorch's ignite and model architecture guidelines for fast prototyping

medmcqa.github.io

Open-Domain-MedQA

physarum

Physarium transport model

pix2pix

Image-to-image translation with conditional adversarial nets

play-with-diffusion

Play with diffusion models

ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

textdsets

Text Datasets for PyTorch

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

vadam

Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, Gal, and Srivastava

vlievin.github.io

personal website