Search Results - RepositoryStats

2.5k

9.5k

gpl-3.0

71

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

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

Created 2017-08-16

159 commits to master branch, last one 10 months ago

cleanrl vwxyzjn

672

5.9k

other

38

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

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

Created 2019-06-07

832 commits to master branch, last one about a month ago

transformers-tutorials abhimishra91

192

826

mit

11

Github repo with tutorials to fine tune transformers for diff NLP tasks

t5 nlp bert wandb pytorch distilbert transformers deep-learning classification pytorch-tutorial named-entity-recognition natural-language-processing

Created 2020-05-04

57 commits to master branch, last one about a year ago

TrainYourOwnYOLO AntonMu

417

653

other

8

Train a state-of-the-art yolov3 object detector from scratch!

Created 2019-07-17

43 commits to master branch, last one 2 years ago

nn-template grok-ai

67

637

mit

14

Generic template to bootstrap your PyTorch project.

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

Created 2021-02-25

217 commits to main branch, last one about a year ago

Transformers-for-NLP-and-Computer-Vision-3rd-Edition Denis2054

135

355

mit

8

Transformers 3rd Edition

Created 2023-05-08

1,286 commits to main branch, last one about a month ago

hififace maum-ai

57

350

bsd-3-clause

24

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

wandb pytorch face-swapping pytorch-lightning

Created 2021-11-26

7 commits to master branch, last one 3 years ago

Revisiting_Deep_Metric_Learning_PyTorch Confusezius

50

341

mit

8

(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 re...

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

Created 2020-05-09

34 commits to master branch, last one 3 years ago

torchexplorer spfrommer

22

318

apache-2.0

7

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

wandb pytorch visualization

Created 2023-11-13

154 commits to main branch, last one 11 months ago

MetaRec khanhnamle1994

78

300

unknown

6

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

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

Created 2019-09-26

315 commits to master branch, last one 3 years ago

wandbot wandb

49

280

apache-2.0

9

wandbot is a technical support bot for Weights & Biases' AI developer tools that can run in Discord, Slack, ChatGPT and Zendesk

ai gpt chat gpt-4 slack wandb openai discord zendesk support-bot

Created 2023-03-24

502 commits to main branch, last one about a month ago

Multilingual-PR ASR-project

18

212

unknown

5

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) a...

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

Created 2022-02-25

315 commits to main branch, last one 2 years ago

yet-another-lightning-hydra-template gorodnitskiy

11

210

unknown

8

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

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

Created 2022-12-25

151 commits to main branch, last one about a year ago

mdx-net kuielab

23

193

mit

13

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

hydra wandb pytorch mdx-challenge pytorch-lightning source-separation music-source-separation

Created 2021-06-27

101 commits to main branch, last one 3 years ago

pytorch-project-template ryul99

22

135

apache-2.0

3

Deep Learning project template for PyTorch (multi-gpu training is supported)

lint yaml hydra wandb dataset pytorch template omegaconf deep-learning github-actions

Created 2019-09-06

137 commits to master branch, last one about a year ago

video-transformers fcakyon

13

134

mit

5

Easiest way of fine-tuning HuggingFace video classification models

Created 2022-08-12

26 commits to main branch, last one about a year ago

sgg bknyaz

20

131

other

5

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

gan gqa graph wandb pytorch scene-graph augmentations deep-learning visual-genome computer-vision message-passing paper-implementations scene-graph-generation generative-adversarial-network

Created 2020-05-01

39 commits to master branch, last one about a year ago

DeepLabV3-Plus lattice-ai

23

103

unknown

7

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

wandb deeplabv3 cityscapes tensorflow tensorflow2 architecture segmentation deeplabv3plus human-parsing semantic-segmentation human-part-segmentation

Created 2020-05-18

150 commits to master branch, last one 3 years ago

head-segmentation wiktorlazarski

17

76

other

5

👦 Human head semantic segmentation

unet hydra wandb pytorch human-head deep-learning celeba-dataset computer-vision pytorch-lightning semantic-segmentation semantic-segmentation-pytorch

Created 2022-02-05

90 commits to main branch, last one about a year ago

the-clean-transformer eubinecto

19

71

unknown

1

A clean and structured implementation of Transformer with wandb and pytorch-lightning

wandb pytorch seq2seq attention translate clean-code transformer weights-and-biases attention-mechanism

Created 2021-10-01

131 commits to main branch, last one 2 years ago

keypoint-detection tlpss

9

70

mit

2

2D keypoint detection with Pytorch Lightning and wandb

wandb pytorch deep-learning pytorch-lightning keypoint-detection

Created 2022-02-14

123 commits to main branch, last one 9 months ago

wandb-offline-sync-hook klieret

6

68

mit

1

A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!

ray wandb ray-tune machine-learning weights-and-biases hyperparameter-tuning hyperparameter-optimization

Created 2022-11-03

167 commits to main branch, last one 6 months ago

Samsung-AI-Challenge-for-Scientific-Discovery affjljoo3581

7

54

apache-2.0

1

🥇Samsung AI Challenge 2021 1등 솔루션입니다🥇

dacon wandb deberta pubchem pytorch samsung molecular pubchemqc competition transformer deep-learning pytorch-lightning molecular-structures molecular-property-prediction

Created 2021-11-12

4 commits to main branch, last one 3 years ago

the-clean-rnns eubinecto

1

48

unknown

1

A clean and structured implementation of the RNN family with wandb and pytorch-lightning

nlp rnn lstm wandb bilstm pytorch pytorch-lightning

Created 2021-12-16

82 commits to main branch, last one 2 years ago

bigbird thevasudevgupta

9

48

mit

1

Google's BigBird (Jax/Flax & PyTorch) @ 🤗Transformers

wandb bigbird pytorch huggingface transformers natural-questions

Created 2021-03-02

105 commits to main branch, last one about a year ago

MLOps_wsPycon2023 darkanita

53

46

unknown

1

MLOps Workshop using Weights and Bias (Wandb) and Github Actions.

mlops wandb pytorch github-actions mlops-workflow

Created 2023-05-25

56 commits to main branch, last one 10 months ago

mlxu young-geng

6

45

mit

2

Machine Learning eXperiment Utilities

jax wandb python machine-learning

Created 2023-01-29

22 commits to main branch, last one 6 months ago

newsreclib andreeaiana

8

45

mit

3

PyTorch-Lightning Library for Neural News Recommendation

hydra wandb optuna pytorch evaluation torchmetrics deep-learning recommendation machine-learning pytorch-lightning recommender-system news-recommendation content-based-recommendation

Created 2023-08-06

44 commits to main branch, last one 7 months ago

turkish-question-generation obss

3

44

mit

2

Automated question generation and question answering from Turkish texts using text-to-text transformers

t5 mt5 nlp arxiv wandb xquad turkish neptune-ai multilingual transformers question-answering question-generation

Created 2021-11-10

8 commits to main branch, last one 2 years ago

Job-Recommend-Competition affjljoo3581

4

43

apache-2.0

1

🥇KNOW기반 직업 추천 알고리즘 경진대회 1등 솔루션입니다🥇

nlp dacon wandb tabnet pytorch competition tabular-data deep-learning attention-model pytorch-lightning attention-mechanism multimodal-learning multimodal-deep-learning natural-language-processing

Created 2022-02-15

8 commits to main branch, last one 2 years ago