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
765 stars
7 watching
131 forks
Language: Python
last commit: 6 months ago
Linked from 2 awesome lists
cryptodeploymentmlmlops
Related 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 | 225 |
sematic-ai/sematic | An open-source platform for building and managing machine learning pipelines with Python | 975 |
nixtla/mlforecast | A framework to perform time series forecasting using machine learning models on large datasets. | 912 |
deploykf/deploykf | Builds machine learning platforms on Kubernetes by combining popular tools and services | 379 |
minimaxir/automl-gs | Automates machine learning model creation and optimization for complex datasets | 1,854 |
jvalegre/robert | Automated machine learning protocols for cheminformatics using Python | 38 |
vsoch/django-river-ml | A Django plugin for deploying river online machine learning models | 10 |
omegaml/omegaml | A platform for simplifying Machine Learning Operations (MLOps) by providing tools for model deployment, data pipelines, and collaboration. | 95 |