shreyas-jk / ML-Portal-FastAPI
A complete end-to-end machine learning portal that covers processes starting from model training to the model predicting results using FastAPI.
☆43Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ML-Portal-FastAPI
- ☆64Updated last year
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆105Updated 3 years ago
- ☆21Updated last year
- Lazy Profiler is a simple utility to collect CPU, GPU, RAM and GPU Memory stats while the program is running.☆35Updated 3 years ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- This workshop was done as a part of the 1729 conference organized by Fractal Analytics and Analytics Vidhya. Key content covered was hand…☆21Updated 2 years ago
- Neural Search System on Arxiv AI/ML Papers☆52Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆75Updated 2 years ago
- Open Source Annotation Tools for Computer Vision and NLP tasks☆52Updated 3 years ago
- Collection of python scripts to demonstrate asynchronous programming in python☆11Updated 2 years ago
- PyCon Talks 2022 by Antoine Toubhans☆23Updated 2 years ago
- Deploy fastai models with Docker☆19Updated 4 years ago
- Code samples and other materials for presentations by Bespoke tech team members☆82Updated 2 years ago
- Automated machine learning: Review of the state-of-the-art and opportunities for healthcare☆41Updated 4 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆99Updated 2 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆104Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆72Updated 2 years ago
- Creating a Gradio user interface to predict the sentiment of a tweet☆12Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆39Updated last year
- This repository consist of a 50-day program. All the statistics required for the complete understanding of data science will be uploaded …☆25Updated 2 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆64Updated 9 months ago
- Predict customer churn with text and interpretability.☆11Updated 3 years ago
- A Recommendation engine for an e-commerce use case that provides recommendations to users based on their purchase history.☆20Updated 3 years ago
- Text Classification model deployment using FastAPI, Streamlit and Docker Compose☆12Updated 3 years ago
- ☆30Updated 5 years ago
- This is a repo for all the time series related notebook for AIENgineering☆29Updated 4 years ago
- This project presents a simple framework to retrieve images similar to a query image.☆26Updated 3 years ago
- ☆13Updated 3 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 3 years ago