weights-and-biases

There are 2 repositories under weights-and-biases 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 8351
iusztinpaul / energy-forecasting
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
airflow batch-processing feature-store github-actions mlops python cicd docker fastapi gcp great-expectations hopsworks ml-monitoring poetry sktime streamlit weights-and-biases 3-pipeline-design model-registry data-versioning
Language:Python 786
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 637
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 huggingface-datasets
Language:Python 613
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 72
klieret / wandb-offline-sync-hook
A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!
wandb hyperparameter-optimization hyperparameter-tuning machine-learning ray ray-tune weights-and-biases
Language:Python 37
MIC-DKFZ / image_classification
:dart: Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments
cifar classification cnn computer-vision deep-learning framework hydra image-classification image-processing image-regression imagenet lightning pytorch pytorch-lightning regression weights-and-biases
Language:Python 35
JayThibs / map-floodwater-satellite-imagery
This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.
sagemaker aws semantic-segmentation weights-and-biases hyperparameter-tuning streamlit pytorch-lightning
Language:Jupyter Notebook 30
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 18
nzw0301 / optuna-wandb
Example codes in the medium post titled "Optuna meets Weights and Biases."
hyperparameter-optimization optuna python pytoch wandb weights-and-biases
Language:Python 18
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 14
martysai / artificial-text-detection
Python framework for artificial text detection: NLP approaches to compare natural text against generated by neural networks.
deep-learning natural-language-processing binary-classification machine-translation huggingface pytorch attention-mechanism transformers machine-learning python data-version-control data-versioning poetry github-actions python-package thesis-project weights-and-biases discriminator generator generative-model
Language:Python 14
iusztinpaul / yacht
Order execution in the financial markets using Deep Reinforcement Learning.
cryptocurrency deep-learning deep-reinforcement-learning order-execution pandas pytorch reinforcement-learning stocks trading trading-bot weights-and-biases
Language:Jupyter Notebook 12
aasimsani / ml_project_template
A template repository to quickly get started on a new Machine Learning project.
dvc ml ai machine-learning template wandb python deep-learning pytorch-lightning pytorch weights-and-biases conda miniconda
Language:Python 8
wandb-jetracer
Armandpl / wandb-jetracer
Training a racecar with W&B!
jetracer jetson-nano machine-learning nvidia object-detection self-driving-car weights-and-biases
Language:Python 7
jerife / MLOps-on-kubernetes
MLOps Implementing "Brain Computer Interface" on Kubernetes
brain-computer-interface machine-learning mlops model-serving signal-processing gcp google-kubernetes-engine bentoml gke google-cloud-platform grafana kubeflow kubeflow-pipelines kubernetes mlflow prometheus wandb weights-and-biases deep-learning
Language:Python 7
seungjunlee96 / lightning-generative-models
PyTorch Lightning Implementation of Diffusion, GAN, VAE, Flow models
gan generative-models pytorch pytorch-lightning weights-and-biases autoregressive diffusion diffusion-models normalizing-flows vae
Language:Python 7
bgunyel / electricity-demand-forecasting
forecasting machine-learning deep-learning time-series demand-forecasting electricity electricity-demand-forecasting sequence-to-sequence wandb weights-and-biases pytorch
Language:Python 6
tanishqgautam / SETI-Breakthrough-Listen
Solution to the SETI Breakthrough Listen Competition hosted on Kaggle
deep-learning huggingface image-classification image-manipulation pytorch transformers weights-and-biases
Language:Python 6
Wp-Zhang / Deep-Color-Transfer
Deep learning based color transfer between images.
deep-learning knowledge-distillation python pytorch-lightning timm u-net weights-and-biases
Language:Python 5
benthecoder / gpt3-blog-title
Using GPT-3 to help me get more 👏 on medium.com
gpt-3 nlp openai python wandb weights-and-biases data-science prompt-engineering transformers
Language:Jupyter Notebook 4
MoinDalvs / Neural_Network_Regression_Gas_Turbines
Predicting Turbine Energy Yield (TEY) using ambient variables as features.
activation-functions dropout-keras dropout-layers hyperparameter-optimization hyperparameter-tuning keras-neural-networks neural-networks neurons regression weights-and-biases
Language:Jupyter Notebook 4
SunilGolden / RecEngineMF
Recommendation Engine powered by Matrix Factorization.
dataparallel matrix-factorization multigpu pytroch recommendation-engine collaborative-filtering movielens movielens-movie-recommendation recommender-system distributed-training wandb weights-and-biases
Language:Python 4
kayvane1 / wandb-course
Demo usage of Weights & Biases for ML Ops
ml-ops wandb weights-and-biases
Language:Python 3
Ryota-Kawamura / Evaluating-and-Debugging-Generative-AI
Machine learning and AI projects require managing diverse data sources, vast data volumes, model and parameter development, and conducting numerous test and evaluation experiments. Overseeing and tracking these aspects of a program can quickly become an overwhelming task.
diffusion-model evaluation finetuning language-model llm sampling tracing training weights-and-biases
Language:Jupyter Notebook 3
aliabbasjaffri / iris-flyte-bentoml-pipeline
Pipeline built on flyte for training Iris dataset using Pytorch and Weights and Biases
iris-dataset flyte pytorch weights-and-biases
Language:Python 2
dogeplusplus / group-unet
Experiment on rotation equivariance using Group Convolution U-Nets applied to segmentation of butterfly images
computer-vision group-theory segmentation weights-and-biases
Language:Python 2
dunnkers / slurm-to-wandb
Monitor SLURM jobs using Weights and Biases (wandb) 📊
wandb slurm weights-and-biases hpc monitor-slurm-jobs monitoring
Language:Python 2
faizan1234567 / medium-blog-posts-code
medium blog posts code
computer-vision deep-learning machine-learning mlflow mlops weights-and-biases
Language:Jupyter Notebook 2
juliusberner / robust_kolmogorov
Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning (ICML 2022)
control-variates deep-learning machine-learning neural-network numerical-methods partial-differential-equations pytorch robustness stochastic-differential-equations weights-and-biases
Language:Python 2
kad99kev / Image-Inpainting
Image Inpainting using PyTorch.
pytorch inpainting weights-and-biases
Language:Jupyter Notebook 2
kaustubhbhavsar / issue-driven-model-comparison-wandb
Automating machine learning model comparisons using Weights & Biases based on GitHub issues, enabling collaboration and communication.
ghapi github-issues weights-and-biases
Language:Python 2
memorabilien / dynamic-visual-scoring-calculator
A dynamically adjustable scoring calculator with a lighthouse style data visualization. Get a score between 0 to 100 from data, with dynamically adjustable target value, a from -5 to +5 adjustable bias , and a self adjusting weighting system.
angular calculator data-visualization javascript react svg-animation visualization vue statistics weights-and-biases
Language:JavaScript 2
SaumyaBhandari / Moore_Penrose_PseudoInverse
The notebook here consists of the concept of "Moore Penrose PseudoInverse" which approximates the inverse of a matrix and we use it to find the weight vectors in any given linear regression problem.
linear-algebra matrix moore-penrose-pseudo-inverse prediction-model regression weights-and-biases
Language:Jupyter Notebook 2
sayakpaul / Resume-Group-Read-Runs-WnB
This repository contains the experiments to show certain capabilities of Weights and Biases.
weights-and-biases tensorflow2
Language:Jupyter Notebook 2
DhruvSrikanth / ML-Templates
Templates for AI projects.
ai deep-learning machine-learning pytorch pytorch-lightning template transformers weights-and-biases
Language:Python 1

weights-and-biases

milesial / Pytorch-UNet

iusztinpaul / energy-forecasting

AntonMu / TrainYourOwnYOLO

grok-ai / nn-template

eubinecto / the-clean-transformer

klieret / wandb-offline-sync-hook

MIC-DKFZ / image_classification

JayThibs / map-floodwater-satellite-imagery

bsridatta / Rotated-Object-Detection

nzw0301 / optuna-wandb

alvarobartt / ml-monitoring-with-wandb

martysai / artificial-text-detection

iusztinpaul / yacht

aasimsani / ml_project_template

Armandpl / wandb-jetracer

jerife / MLOps-on-kubernetes

seungjunlee96 / lightning-generative-models

bgunyel / electricity-demand-forecasting

tanishqgautam / SETI-Breakthrough-Listen

Wp-Zhang / Deep-Color-Transfer

benthecoder / gpt3-blog-title

MoinDalvs / Neural_Network_Regression_Gas_Turbines

SunilGolden / RecEngineMF

kayvane1 / wandb-course

Ryota-Kawamura / Evaluating-and-Debugging-Generative-AI

aliabbasjaffri / iris-flyte-bentoml-pipeline

dogeplusplus / group-unet

dunnkers / slurm-to-wandb

faizan1234567 / medium-blog-posts-code

juliusberner / robust_kolmogorov

kad99kev / Image-Inpainting

kaustubhbhavsar / issue-driven-model-comparison-wandb

memorabilien / dynamic-visual-scoring-calculator

SaumyaBhandari / Moore_Penrose_PseudoInverse

sayakpaul / Resume-Group-Read-Runs-WnB

DhruvSrikanth / ML-Templates