hands-on-train-and-deploy-ml
ML API builder
A step-by-step guide to building and deploying a Machine Learning-based REST API for predicting crypto prices using Python.
Train and Deploy an ML REST API to predict crypto prices, in 10 steps
769 stars
7 watching
131 forks
Language: Python
last commit: 10 months ago
Linked from 2 awesome lists
cryptodeploymentmlmlops
academic/awesome-datascience
georgezouq/awesome-ai-in-financeRelated projects:
| Repository | Description | Stars |
|---|---|---|
 jgreenemi/parris | Automates the setup and training of machine learning algorithms on remote servers | 316 |
 combust/mleap | Enables deployment of machine learning pipelines from Spark and Scikit-Learn to production | 1,506 |
 ebhy/budgetml | Simplifies deployment of machine learning models to production-ready endpoints with minimal configuration and cost. | 1,341 |
 aronchick/mlops-pipeline | Automates the end-to-end machine learning workflow from code commit to model deployment | 18 |
 seldonio/tempo | An MLOps Python library that enables data scientists to deploy and orchestrate machine learning pipelines for production-ready inference. | 117 |
 visenger/handson-ml | Teaches Machine Learning fundamentals in Python using Scikit-Learn and TensorFlow | 5 |
 oxid15/cascade | A lightweight MLOps library for small teams and individuals to manage machine learning model development lifecycle | 22 |
 minyus/pipelinex | A Python package to build and experiment with machine learning pipelines using Kedro, MLflow, and other tools | 226 |
 sematic-ai/sematic | An open-source platform for building and managing machine learning pipelines with Python | 976 |
 nixtla/mlforecast | A framework to perform time series forecasting using machine learning models on large datasets. | 924 |
 deploykf/deploykf | Builds machine learning platforms on Kubernetes by combining popular tools and services | 381 |
 minimaxir/automl-gs | Automates machine learning model creation and optimization for complex datasets | 1,857 |
 jvalegre/robert | Automated machine learning protocols for cheminformatics using Python | 39 |
 vsoch/django-river-ml | A Django plugin for deploying river online machine learning models | 11 |
 omegaml/omegaml | An MLOps platform providing tools and services to deploy, collaborate and manage machine learning models and data pipelines in a simplified way | 96 |