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
pytorch unet pytorch-unet semantic-segmentation convolutional-networks kaggle tensorboard wandb weights-and-biases deep-learning convolutional-neural-networks
Language:Python 10534
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 939
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 671
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 646
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 74
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 70
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 image-classification image-processing image-regression imagenet pytorch pytorch-lightning regression weights-and-biases hydra lightning
Language:Python 47
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 32
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 27
nzw0301 / optuna-wandb
Example codes in the medium post titled "Optuna meets Weights and Biases."
python pytoch optuna wandb weights-and-biases hyperparameter-optimization
Language:Python 22
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
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 17
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 16
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 15
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
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 12
wandb-jetracer
Armandpl / wandb-jetracer
Training a racecar with W&B!
jetson-nano machine-learning object-detection weights-and-biases jetracer nvidia self-driving-car
Language:Python 10
SeyedMuhammadHosseinMousavi / Bees-CNN-Algorithm
Bees CNN Algorithm (A Fuzzy Evolutionary Deep Learning)
bees bees-algorithm bees-cnn bias cnn cnn-classification deep-learning evolutionary-cnn evolutionary-deep-learning fuzzy-cnn fuzzy-deep-learning fuzzy-logic metaheuristics optimization weights weights-and-biases
Language:MATLAB 10
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 7
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 7
dcarpintero / generative-ai-101
Annotated Notebooks to dive into Self-Attention, In-Context Learning, RAG, Knowledge-Graphs, Fine-Tuning, Model Optimization, and many more.
bert chunking embeddings fine-tuning generative-ai huggingface-transformers in-context-learning knowledge-graph langchain large-language-models llama3-1 model-quantization retrieval-augmented-generation self-attention transformer weights-and-biases
Language:Jupyter Notebook 6
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 5
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 5
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 5
kayvane1 / wandb-course
Demo usage of Weights & Biases for ML Ops
ml-ops wandb weights-and-biases
Language:Python 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
Semantic-Segmentation-for-Autonomous-Vehicles
amramer / Semantic-Segmentation-for-Autonomous-Vehicles
This project focuses on semantic segmentation using the BDD100K dataset, a large-scale, diverse dataset for autonomous driving. The main objective is to accurately segment and identify various objects in street scenes, which is important for improving the perception capabilities of autonomous vehicles.
autonomous-driving autonomous-vehicles computer-vision confusion-matrix dataset deep-learning evaluation fastai histogram hyperparameter-optimization hyperparameter-tuning machine-learning python3 pytorch semantic-segmentation training weights-and-biases
Language:Jupyter Notebook 3
dunnkers / slurm-to-wandb
Monitor SLURM jobs using Weights and Biases (wandb) 📊
hpc monitor-slurm-jobs monitoring slurm wandb weights-and-biases
Language:Python 3
Gyanbardhan / Emotion-Detection
Step into the realm of Emotion Detection Generalization! Uncover the power of deep learning as we decode human emotions from facial images. Explore our arsenal of fine-tuned CNN models and curated datasets, shaping a future where technology empathizes and connects on a deeper level. Revolutionize human-computer interaction with us today!
ai artificial-intelligence cnn deep-learning emotion-detection image-processing visualization weights-and-biases
Language:Jupyter Notebook 3
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 3
xmarva / transformer-architectures
Teaching transformer-based architectures
attention-mechanism bpe-tokenizer nlp positional-encoding transformer weights-and-biases
Language:Jupyter Notebook 3
faizan1234567 / medium-blog-posts-code
medium blog posts code
computer-vision deep-learning machine-learning mlflow mlops weights-and-biases
Language:Jupyter Notebook 2
fotisk07 / Automathon
My solution for the Automathon Superposed MNIST competition.
deep-learning mnist pytorch weights-and-biases
Language:Python 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
pacifikus / kc_experiment_tracking_tools
Experiment tracking tools example
clearml experiment-tracking mlflow weights-and-biases
Language:Python 2
UC-Irvine-CS175 / uci-cs175
Official Course Webpage for CS175: Projects in AI
ai-project classification exploratory-data-analysis mlops-project project-development python3 pytorch pytorch-lightning self-supervised-learning semantic-segmentation unit-testing weights-and-biases
Language:SCSS 2

weights-and-biases

milesial / Pytorch-UNet

iusztinpaul / energy-forecasting

AntonMu / TrainYourOwnYOLO

grok-ai / nn-template

klieret / wandb-offline-sync-hook

eubinecto / the-clean-transformer

MIC-DKFZ / image_classification

JayThibs / map-floodwater-satellite-imagery

seungjunlee96 / lightning-generative-models

nzw0301 / optuna-wandb

bsridatta / Rotated-Object-Detection

Wp-Zhang / Deep-Color-Transfer

iusztinpaul / yacht

martysai / artificial-text-detection

alvarobartt / ml-monitoring-with-wandb

jerife / MLOps-on-kubernetes

Armandpl / wandb-jetracer

SeyedMuhammadHosseinMousavi / Bees-CNN-Algorithm

aasimsani / ml_project_template

tanishqgautam / SETI-Breakthrough-Listen

dcarpintero / generative-ai-101

benthecoder / gpt3-blog-title

MoinDalvs / Neural_Network_Regression_Gas_Turbines

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

kayvane1 / wandb-course

SunilGolden / RecEngineMF

amramer / Semantic-Segmentation-for-Autonomous-Vehicles

dunnkers / slurm-to-wandb

Gyanbardhan / Emotion-Detection

juliusberner / robust_kolmogorov

xmarva / transformer-architectures

faizan1234567 / medium-blog-posts-code

fotisk07 / Automathon

kaustubhbhavsar / issue-driven-model-comparison-wandb

pacifikus / kc_experiment_tracking_tools

UC-Irvine-CS175 / uci-cs175