aniket-mish / distributed-ml-systemLinks
a distributed end-to-end image classification system using kubernetes
☆12Updated 6 months ago
Alternatives and similar repositories for distributed-ml-system
Users that are interested in distributed-ml-system are comparing it to the libraries listed below
Sorting:
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆87Updated 2 years ago
- zero-to-lightning☆29Updated last year
- From Scratch Implementation of some popular Deep Learning Papers with PyTorch and Tensorflow☆18Updated 2 years ago
- Awesome MLOps Course Outline☆34Updated 2 years ago
- Spark Calibration - A python package for calibrating probabilities predicted by ML model involving large training & test datasets as spar…☆16Updated 2 months ago
- Test LLMs automatically with Giskard and CI/CD☆30Updated 11 months ago
- LLM Engineering CrashCourse☆101Updated last year
- Machine Learning Engineer interview preparation. Brushing up Data Structures & Algorithms, System Design and SQL☆23Updated 4 years ago
- Examples of using Evidently to evaluate, test and monitor ML models.☆32Updated 2 weeks ago
- LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading a…☆9Updated last year
- Fine-tune an LLM to perform batch inference and online serving.☆112Updated last month
- This repository contains the implementation of evaluation metrics for recommendation systems. We have compared similarity, candidate gene…☆20Updated 4 months ago
- Material for the series of seminars on Large Language Models☆34Updated last year
- NLP/LLM Mlops Pipeline to dev/train/evaluation, scalable deploy and monitoring systems.☆22Updated last year
- serving a torch model using Celery, Redis and RabbitMQ to serve users asynchronously☆21Updated last year
- Experimentation on google's gemma model☆16Updated last year
- 🤖 AI Assistant fine-tuned to provide support for coding and design questions based on the latest trends in the industry.☆17Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 6 months ago
- Build and train Pytorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, c…☆11Updated 2 years ago
- A LLM based chatbot Recommender engine☆27Updated last year
- Reference code base for ML Engineering in Action, Manning Publications Author: Ben Wilson☆20Updated last year
- GenAI Experimentation☆57Updated 2 months ago
- Computer Vision Papers of the week☆17Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- Official repository of the Manning book - Fight Fraud with Machine Learning - by Ashish Ranjan Jha☆11Updated last month
- Effective and Scalable Recommendation Systems☆55Updated last year
- A Hands-on Practical Guide to LlamaIndex☆33Updated 9 months ago
- Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Nu…☆49Updated 5 months ago
- Gen AI Large Language Model Projects☆63Updated last year
- A Machine Learning project for retail data analytics as part of the Machine Learning Engineering Nanodegree Capstone Project from Udacity☆12Updated 4 years ago