wandb

There are 3 repositories under wandb topic.

Pytorch-UNet
milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases
Language:Python 5376
ashleve / lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
best-practices comet config deep-learning experiment-tracking experiments hydra mlflow mlops neptune project-structure pytorch pytorch-lightning reproducibility research template tensorboard wandb
Language:Python 1277
vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC)
wandb reinforcement-learning pytorch python gym machine-learning deep-reinforcement-learning deep-learning atari ale a2c proximal-policy-optimization ppo advantage-actor-critic actor-critic
Language:Python 872
transformers-tutorials
abhimishra91 / transformers-tutorials
Github repo with tutorials to fine tune transformers for diff NLP tasks
transformers nlp natural-language-processing deep-learning bert distilbert pytorch pytorch-tutorial classification named-entity-recognition t5 wandb
Language:Jupyter Notebook 624
AntonMu / TrainYourOwnYOLO
Train a state-of-the-art yolov3 object detector from scratch!
yolov3 yolo object-detection python custom-yolo deep-learning deep-learning-tutorial detector inference annotating-images transfer-learning google-colab gpu tensorflow2 keras keras-models trainyourownyolo tf2 wandb weights-and-biases
Language:Jupyter Notebook 577
grok-ai / nn-template
Generic template to bootstrap your PyTorch project.
pytorch template pytorch-lightning wandb dvc hydra research deep-learning best-practices reproducibility project-structure weights-and-biases streamlit mkdocs github-actions best-practises pre-commit cookiecutter
Language:Python 445
Revisiting_Deep_Metric_Learning_PyTorch
Confusezius / Revisiting_Deep_Metric_Learning_PyTorch
(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 deep-metric-learning image-retrieval cub200-2011 cars196 stanford-online-products wandb icml2020
Language:Python 291
MetaRec
khanhnamle1994 / MetaRec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)
autoencoders boltzmann-machines collaborative-filtering cometml deep-learning django matrix-factorization meta-learning movielens-dataset multilayer-perceptron pytorch ranking recommender-systems tensorboard tensorflow wandb
Language:Python 213
mindslab-ai / hififace
Unofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)
pytorch face-swapping pytorch-lightning wandb
Language:Python 155
ryul99 / pytorch-project-template
Deep Learning project template for PyTorch (Distributed Learning is supported)
dataset deep-learning github-actions hydra lint omegaconf pytorch template wandb yaml
Language:Python 106
bknyaz / sgg
Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.
pytorch scene-graph scene-graph-generation visual-genome gqa paper-implementations computer-vision graph message-passing gan augmentations wandb generative-adversarial-network deep-learning
Language:Jupyter Notebook 75
lattice-ai / DeepLabV3-Plus
Tensorflow 2.3.0 implementation of DeepLabV3-Plus
deeplabv3 deeplabv3plus tensorflow2 cityscapes wandb tensorflow architecture segmentation semantic-segmentation human-part-segmentation human-parsing
Language:Jupyter Notebook 64
eubinecto / the-clean-transformer
A clean and structured implementation of Transformer with wandb and pytorch-lightning
translate seq2seq transformer attention-mechanism attention pytorch clean-code weights-and-biases wandb
Language:Python 60
kuielab / mdx-net
KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021
mdx-challenge music-source-separation source-separation pytorch pytorch-lightning hydra wandb
Language:Python 53
raghav1810 / HydraNet
A multibranch neural net architecture. (PyTorch)
pytorch architectures multibranch cnn cifar10 cifar100 resnet densenet wandb
Language:Python 42
unsignedrant / rlalgorithms-tf2
Packaged deep reinforcement learning algorithms in tensorflow 2.x
reinforcement-learning ppo trpo dqn a2c ddpg td3 ddqn acer python tensorflow2 command-line tensorflow deep-learning optuna hyperparameter-tuning wandb baselines machine-learning toolbox
Language:Python 42
eubinecto / the-clean-rnns
A clean and structured implementation of the RNN family with wandb and pytorch-lightning
nlp rnn lstm bilstm pytorch wandb pytorch-lightning
Language:Python 40
vasudevgupta7 / bigbird
Google's BigBird (Jax/Flax & PyTorch) @ 🤗Transformers
bigbird huggingface natural-questions pytorch transformers wandb
Language:Jupyter Notebook 33
affjljoo3581 / Samsung-AI-Challenge-for-Scientific-Discovery
🥇Samsung AI Challenge 2021 1등 솔루션입니다🥇
competition pytorch transformer molecular pubchem pubchemqc pytorch-lightning wandb deep-learning molecular-property-prediction dacon samsung molecular-structures deberta
Language:Python 28
Confusezius / ECCV2020_DiVA_MultiFeature_DML
(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.
deep-metric-learning metric-learning deep-learning image-retrieval wandb cub200-2011 cars196 stanford-online-products
Language:Python 28
digantamisra98 / Reproducibilty-Challenge-ECANET
Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.
computer-vision convolutional-neural-networks cvpr2020 deep-learning deep-neural-networks image-classification image-recognition image-segmentation mmdetection object-detection pytorch reproducibility reproducible-paper reproducible-research research wandb
Language:Python 27
ayulockin / wandb2kaggle
Automatically upload the model saved as W&B Artifact to Kaggle Dataset.
wandb kaggle
Language:Python 25
affjljoo3581 / Job-Recommend-Competition
🥇KNOW기반 직업 추천 알고리즘 경진대회 1등 솔루션입니다🥇
competition deep-learning multimodal-deep-learning multimodal-learning natural-language-processing nlp pytorch dacon pytorch-lightning wandb tabnet tabular-data attention-model attention-mechanism
Language:Python 21
obss / turkish-question-generation
Automated question generation and question answering from Turkish texts using text-to-text transformers
question-generation question-answering turkish mt5 t5 nlp transformers xquad multilingual arxiv neptune-ai wandb
Language:Python 21
wandb-allennlp
dhruvdcoder / wandb-allennlp
Utilities and boilerplate code to use wandb with allennlp
allennlp deep-learning machine-learning sweep wandb
Language:Python 19
RNN_Viz
ariG23498 / RNN_Viz
Sequence models in Numpy
backpropagation lstm numpy recurrence-formula rnn wandb
Language:Jupyter Notebook 17
georgepar / slp
Utils and modules for Speech Language and Multimodal processing using pytorch and pytorch lightning
multimodal multimodal-deep-learning multimodal-learning natural-language-processing pytorch pytorch-lightning wandb
Language:Python 17
ayulockin / kagglerecipes
Helpful data preprocessing, training, and visualisation code and scripts for a range of Kaggle competitions, supported by Weights & Biases.
classification wandb kaggle-competition kaggle brain-tumor-classification
Language:Jupyter Notebook 14
JayThibs / Weak-Supervised-Learning-Case-Study
Exploring NLP weak supervision approaches to train text classification models. The project is also a prototype for a semi-automated text data labelling platform. Approaches: Snorkel and Zero-Shot Learning.
deep-learning nlp wandb docker webapp streamlit label-studio huggingface pytorch pytorch-lightning weakly-supervised-learning
Language:Jupyter Notebook 14
wiktorlazarski / ai-awesome-project-template
🤖 Project template for your next awesome AI project. 🦾
ai machine-learning deep-learning artificial-intelligence project-template natural-language-processing computer-vision python-template pytorch-template software-engineering best-practices pytorch pytorch-implementation hydra pytorch-lightning wandb
Language:Python 14
bsridatta / Rotated-Object-Detection
Tiny ResNet inspired FPN network (<2M params) for Rotated Object Detection using 5-parameter Modulated Rotation Loss
pytorch object-detection rotated-boxes-iou lmr fpn tiny resnet mish multi-head callbacks wandb research modulated-rotation-loss rotated-object rotated-box weights-and-biases
Language:Python 13
sayakpaul / Generating-categories-from-arXiv-paper-titles
This project takes the arXiv dataset and builds an automatic tag classifier from the arXiv article/paper titles
deep-learning natural-language-processing tensorflow arxiv wandb scikit-learn gcp
Language:Jupyter Notebook 12
windsuzu / Joint-Semantic-Phonetic-Embedding
We use phonetics as a feature to create a joint semantic-phonetic embedding and improve the neural machine translation between Chinese and Japanese. 🥳
embeddings gensim huggingface-tokenizers janome jieba machine-translation neural-machine-translation nmt phonetics pytorch pytorch-lightning rnn-pytorch seq2seq transformer translation wandb word2vec
Language:Jupyter Notebook 10
affjljoo3581 / BMS-Molecular-Translation
🥈50th place in Bristol-Myers Squibb – Molecular Translation competition🥈
competition kaggle pytorch pytorch-lightning deepspeed wandb transformer vision-transformer deep-learning
Language:Python 9
alvarobartt / ml-monitoring-with-wandb
:detective::robot: Monitoring a PyTorch Lightning CNN with Weights & Biases
ml-monitoring machine-learning pytorch torchvision pytorch-lightning wandb weights-and-biases monitoring
Language:Jupyter Notebook 9
affjljoo3581 / CommonLit-Readability-Prize
🥈42nd place in CommonLit Readability Prize competition🥈
competition pytorch kaggle transformer transformers wandb pytorch-lightning deep-learning huggingface-transformers ensemble optuna
Language:Python 8

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