Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

Reproduction of MobileNetV2 using MXNet

JAMA 2016; 316(22) Replication Study

73.6% GhostNet 1.0x pre-trained model on ImageNet

Implementation of Kaiming He's Paper Content-Aware Rotation on ICCV 2013

Reproduction code for WGAN-LP

Build, configure, and track workflows with Jarvis.

(WIP) Implementation of a network for Handwriting Synthesis based on the work of Generating Sequences With Recurrent Neural Networks by Alex Graves (https://arxiv.org/abs/1308.0850)

Keras/Tensorflow implementation of VoteNet (https://github.com/facebookresearch/votenet). Keras/Tensorflow implementation of PointNet++.

Reproduce ICLR'17 "Pruning Convolutional Neural Networks for Resource Efficient Inference" (https://arxiv.org/abs/1611.06440)

Code used in the article "SATIN: A Persistent Musical Database for Music Information Retrieval" by Yann Bayle, Pierre Hanna and Matthias Robine in CBMI 2017. SATIN is a MIR dataset for reproducible research.

reproduction of GraphWriter.

Guarantee the reproductivity of your deep learning algorithm implemented by Pytorch

Repository for the experiments described in "Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity" submitted as pre-print to arXiv.

✳️ An unofficial implementation of Stochastic Polyak Step-size in PyTorch

Minimal reproducible case, to showcase pydantic error, which surprised me 2023-09-15

Unofficial PyTorch Implementation of 'GearNet: Geometry-Aware Relational Graph Neural Network' (ICLR'2023)

Implementation of BPNet, a base-resolution convolutional neural network for transcription-factor binding prediction, in PyTorch.

Implementation of evolutionary model of variant effect (EVE), a deep generative model of evolutionary data, in PyTorch.

Reproduction of CNN of the Selfback project