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adversarial_robustness_pytorch

Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples" & "Fixing Data Augmentation to Improve Adversarial Robustness" in PyTorch

autocomplete

Fig adds autocomplete to your terminal.

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

cbmm

clrs

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

covid-19-tweet-sentiment-analysis

cqr

Conformalized Quantile Regression

dcgan-fashion-mnist

ddim

Denoising Diffusion Implicit Models

ddpm

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dnar

The implementation of "Discrete Neural Algorithmic Reasoning"

fake-news-detector

grgnn

Gene Regulatory Graph Neural Networks

guided-diffusion

ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

livecell

mcvd

Official implementation of MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation (https://arxiv.org/abs/2205.09853)

muse

Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch

normout-continual-learning

Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)

normout-desres

For interview purposes

normout-transformers

Code release for "Dropout Reduces Underfitting"

openfisca-uk

UK country model for use with OpenFisca.

projects

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

salisbury-open-data-project

uk

Simulations of UBI in the UK

v1