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milesial / Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

deep-learning pytorch kaggle tensorboard convolutional-networks convolutional-neural-networks unet semantic-segmentation pytorch-unet wandb weights-and-biases

Updated Aug 11, 2024
Python

vwxyzjn / cleanrl

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High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

python machine-learning reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym atari actor-critic ale proximal-policy-optimization ppo advantage-actor-critic a2c wandb phasic-policy-gradient

Updated Nov 14, 2024
Python

grok-ai / nn-template

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Generic template to bootstrap your PyTorch project.

template research deep-learning best-practices pre-commit cookiecutter mkdocs pytorch hydra reproducibility best-practises project-structure dvc github-actions pytorch-lightning streamlit wandb weights-and-biases huggingface-datasets

Updated Oct 12, 2023
Python

maum-ai / hififace

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Unofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)

pytorch face-swapping pytorch-lightning wandb

Updated Jan 8, 2023
Python

Confusezius / Revisiting_Deep_Metric_Learning_PyTorch

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(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

deep-learning metric-learning image-retrieval deep-metric-learning cars196 wandb stanford-online-products cub200-2011 icml2020

Updated Apr 25, 2022
Python

spfrommer / torchexplorer

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Interactively inspect module inputs, outputs, parameters, and gradients.

visualization pytorch wandb

Updated May 30, 2024
Python

khanhnamle1994 / MetaRec

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PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

django deep-learning tensorflow pytorch collaborative-filtering matrix-factorization ranking tensorboard boltzmann-machines recommender-systems autoencoders movielens-dataset meta-learning multilayer-perceptron cometml wandb

Updated Nov 21, 2022
Python

gorodnitskiy / yet-another-lightning-hydra-template

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Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.

config template deep-learning neptune comet tests pytorch hydra reproducibility mlops mlflow pytorch-lightning wandb efficient-workflow

Updated Nov 30, 2023
Python

ASR-project / Multilingual-PR

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Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021) and WavLM (2022) pretrained on a corpus of English speech that we will use in various ways to perform phoneme recognition for different languages wi…

deep-learning speech-recognition speech-processing asr common-voice self-supervised-learning huggingface wandb huggingface-transformers phone-recognition