hopsworks

There are 1 repository under hopsworks topic.

logicalclocks / hopsworks
Hopsworks - Data-Intensive AI platform with a Feature Store
feature-store aws azure data-science feature-engineering feature-management gcp governance kserve machine-learning mlops model-serving pyspark python serverless ml hopsworks
Language:Java 1252
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
3-pipeline-design airflow batch-processing cicd data-versioning docker fastapi feature-store gcp github-actions great-expectations hopsworks ml-monitoring mlops model-registry poetry python sktime streamlit weights-and-biases
Language:Python 939
cmunch1 / nba-prediction
A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.
machine-learning python pandas optuna scikit-learn lgbm xgboost github-actions streamlit-webapp webscraping hopsworks nba-prediction data-science
Language:Jupyter Notebook 262
bytewax-hopsworks-example
Paulescu / bytewax-hopsworks-example
Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)
bytewax feature-engineering feature-store hopsworks machine-learning real-time
Language:Python 145
Paulescu / build-and-deploy-real-time-feature-pipeline
Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.
bytewax feature-engineering hopsworks ml mlops python realtime streamlit
Language:Python 134
logicalclocks / feature-store-api
Python - Java/Scala API for the Hopsworks feature store
feature-store hopsworks hsfs python scala spark
Language:Python 54
real-time-technical-indicators
Paulescu / real-time-technical-indicators
Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expected.
bytewax feature-engineering hopsworks ml prefect real-time
Language:Python 44
yassine-rd / PaperWhiz
A simple app to help you find relevant machine learning papers to read.
cosine-similarity trubrics feature-store hopsworks model-registry content-based-recommendation sentence-transformers
Language:Jupyter Notebook 14
banzuzi-carioni / cross-border-electricity-flow-prediction
Serverless ML system to predict the direction and volume of electricity flows to and from the Netherlands and its energy transmission partners.
etl hopsworks mlops serverless xgboost-regression machine-learning ml-pipelines energy-data
Language:Python 11
Paulescu / backfill-feature-store-with-prefect
Backfill historical OHLC feature in a Feature Store (Hopsworks) using an orchestration tool (Prefect).
backfill dataengineering ml mlops hopsworks machine-learning prefect
Language:Python 5
logicalclocks / terraform-provider-hopsworksai
Hopsworks.ai Terraform provider
terraform-provider terraform aws azure hopsworks
Language:Go 4
scalable-ml-deep-learning / predicting-snow-conditions
Predicting Snow Conditions in Passo Tonale (Trento, Italy)
modal serverless hopsworks huggingface opendata snow xgboost-regression
Language:Python 4
logicalclocks / terraform-hopsworksai-helpers
Terraform module that creates the required cloud resources for Hopsworks.ai clusters on AWS and AZURE.
terraform terraform-module hopsworks hopsworksai aws azure
Language:HCL 3
Muhammad-Talha4k / AQI-Forecasting-App
MLOps application that forecasts the next three days Air Quality Index (AQI) for Lahore, Pakistan, using a 100% serverless stack.
aqi-prediction github-actions hopsworks machine-learning mlops streamlit-application confluent-kafka deployment etl time-series-forecasting
Language:Python 2
sadovsd / crypto-price-prediction-ML-pipeline
Forecasting Ethereum return quantiles using a handful of different statistical learning models and selecting the best based on out of sample error. Hopsworks feature store and model registry is used to automate the process. Ethereum quantile returns are predicted daily and displayed on a Streamlit dashboard.
backtesting catboost cryptocurrency financial-modeling hopsworks lasso-regression lightgbm random-forest ridge-regression streamlit
Language:Jupyter Notebook 2
WillNovus / Taxi_Pred_Service
This is a batch-inference service of NYC Taxi rides 🚗.
hopsworks mlops streamlit
Language:Jupyter Notebook 2
Anu0408 / Truck_Delays_Classification-End-to-End-Machine_Learning_Application
Modern machine learning project development - This end-to-end project implementation provides the real-time delay updates to logistic companies. It uses MLflow for model tracking and management, Hopsworks Feature Store for storing and managing the dataset, and Streamlit for building an interactive web application to predict truck delays.
aws dataanalysis datacleaning dataexploration dataingestion datatransformation dockerpostgresql feature-engineering featurestore gridsearchcv hopsworks hyperparameter-tuning logistic-regression mlflow mlops random-forest xgboost featuregroup
Language:Jupyter Notebook 1
kaustubhbhavsar / nyc-taxi-trip-duration-prediction
FastRide: NYC Taxi Trip Duration Prediction employs machine learning techniques to accurately predict the duration of taxi trips in New York City, helping transportation businesses optimize operations and enhance customer satisfaction.
great-expectations hopsworks matplotlib numpy pandas pytest scikit-learn seaborn streamlit weights-and-biases xgboost yellowbrick alibi-detect
Language:Jupyter Notebook 1
deepad-tech / hopsworks-go
Go SDK to interact with the Hopsworks API
feature-store golang hopsworks hsfs model-registry
Language:Go 0
Duks31 / air_quality
Abuja (Nigeria), Air Quality Prediction
feature-store hopsworks machine-learning xgboost
Language:Jupyter Notebook 0
Ezzaldin97 / backfill-feature-store
shows how to backfill Energy Consumption feature in a Feature Store (Hopsworks) using an orchestration tool (Prefect).
api feature-store prefect python hopsworks
Language:Python 0
scalable-ml-deep-learning / serverless-ml-for-titanic
Serverless Machine Learning for Titanic Dataset
hopsworks modal scalable-machine-learning serverless titanic-dataset huggingface
Language:Python 0
alexander-klokov / hopsworks_tutorial_fraud
A study project to explore Hopsworks - a fraud detection classifier. The project was inspired by one of the tutorials available in the Hopsworks documentation.
fraud-detection hopsworks xgboost
Language:Python
AyorindeTayo / Churn-Analysis-
The work uses Hopsworks for Feature store and creating Feature groups for Machine learning modeling
googlecolaboratory hopsworks python
Language:Jupyter Notebook
AyorindeTayo / MLOPS-End-to-End-project-
Building a full cycle of Machine learning Prediction App for Air quality
airflow aws ec2 evidentlyai flaskapi github-actions mlflow onnx grafana hopsworks prefect
Language:Jupyter Notebook
krunalss / SensorQualityClassifier
ci-cd docker github-actions hopsworks machine-learning machine-learning-algorithms modeling poetry-python python3 xgboost-classifier
Language:Python
VaibhavBansal26 / nyc-taxi-ride-v3
Taxi Ride Prediction - Python, Hopsworks, Streamlit, Mlflow
hopsworks mlflow python streamlit
Language:Jupyter Notebook

hopsworks

logicalclocks / hopsworks

iusztinpaul / energy-forecasting

cmunch1 / nba-prediction

Paulescu / bytewax-hopsworks-example

Paulescu / build-and-deploy-real-time-feature-pipeline

logicalclocks / feature-store-api

Paulescu / real-time-technical-indicators

yassine-rd / PaperWhiz

banzuzi-carioni / cross-border-electricity-flow-prediction

Paulescu / backfill-feature-store-with-prefect

logicalclocks / terraform-provider-hopsworksai

scalable-ml-deep-learning / predicting-snow-conditions

logicalclocks / terraform-hopsworksai-helpers

Muhammad-Talha4k / AQI-Forecasting-App

sadovsd / crypto-price-prediction-ML-pipeline

WillNovus / Taxi_Pred_Service

Anu0408 / Truck_Delays_Classification-End-to-End-Machine_Learning_Application

kaustubhbhavsar / nyc-taxi-trip-duration-prediction

deepad-tech / hopsworks-go

Duks31 / air_quality

Ezzaldin97 / backfill-feature-store

scalable-ml-deep-learning / serverless-ml-for-titanic

alexander-klokov / hopsworks_tutorial_fraud

AyorindeTayo / Churn-Analysis-

AyorindeTayo / MLOPS-End-to-End-project-

krunalss / SensorQualityClassifier

VaibhavBansal26 / nyc-taxi-ride-v3