SaaSHub helps you find the best software and product alternatives Learn more โ
Top 5 Python ml-platform Projects
-
wandb
๐ฅ A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
BentoML
The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!
-
skypilot
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed executionโall with a simple interface.
-
energy-forecasting
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev | dev.to | 2024-02-05Weights & Biases โ The developer-first MLOps platform. Build better models faster with experiment tracking, dataset versioning, and model management. Free tier for personal projects only, with 100 GB of storage included.
Link to GitHub -->
Project mention: Ask HN: Most efficient way to fine-tune an LLM in 2024? | news.ycombinator.com | 2024-04-04
Project mention: Full Stack 7-Steps MLOps Framework โ Learn ML and MLOps by Building an ML System | news.ycombinator.com | 2023-09-26
Python ml-platform related posts
-
ML Experiments Management with Git
-
project ideas/advice for entry-level grad jobs?
-
Two high schoolers trying to use Azure/GCP/AWS- need help!
-
Determined: Deep Learning Training Platform
-
Queueing/Resource Management Solutions for Self Hosted Workstation?
-
Congratulations on v1.0, BentoML ๐ฑ ! You are r/mlops OSS of the month!
-
Show HN: BentoML goes 1.0 โ A faster way to ship your models to production
-
A note from our sponsor - SaaSHub
www.saashub.com | 4 May 2024
Index
What are some of the best open-source ml-platform projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | wandb | 8,211 |
2 | metaflow | 7,607 |
3 | BentoML | 6,558 |
4 | skypilot | 5,675 |
5 | energy-forecasting | 789 |
Sponsored