Top 23 Python ML Projects

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• yolov5

  131 51,849 8.8 Python

  YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

  

  Project mention: Using YOLO for Real-Time Object Detection with Koyeb GPUs | dev.to | 2024-07-31

  There are several implementations of the YOLO algorithm available, but for ease-of-use, we will use the Ultralytics implementation in this guide. We will implement and test the code locally and then deploy to Koyeb's GPUs for higher inference speed.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• MindsDB

  83 27,076 9.9 Python

  AGI's query engine - Platform for building AI that can learn and answer questions over federated data.

  

  Project mention: Building SDKs for MindsDB this Hacktoberfest | dev.to | 2024-10-30

  But this hacktoberfest I took a great step towards contributing to open source. During this hacktoberfest I have contributed to MindsDB which is a great platform for building AI from enterprise data, enabling smarter organizations.

• MLflow

  70 19,220 9.9 Python

  Open source platform for the machine learning lifecycle

  

  Project mention: AIOps, DevOps, MLOps, LLMOps – What’s the Difference? | dev.to | 2025-01-09

  Model management: MLflow, Kubeflow are used for managing the deployment and lifecycle of models.

• best-of-ml-python

  17 18,704 7.8 Python

  🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  

  Project mention: Top Github repositories for 10+ programming languages | dev.to | 2024-07-16

  Best of ml python

• ludwig

  3 11,272 7.1 Python

  Low-code framework for building custom LLMs, neural networks, and other AI models

  

  Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07

  This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.

  questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?

  Would love to see more progress toward this area!

• OpenLLM

  26 10,368 9.6 Python

  Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.

  

  Project mention: What is OpenLLM and what problem does it solve? | dev.to | 2024-05-25

  OpenLLM is a powerful platform that empowers developers to leverage the potential of open-source large language models (LLMs). It is like a Swiss Army knife for LLMs. It's a set of tools that helps developers overcome these deployment hurdles.

• metaflow

  28 8,409 9.5 Python

  Open Source AI/ML Platform

  

  Project mention: Show HN: Flow – A Dynamic Task Engine for AI Agents Without DAG | news.ycombinator.com | 2024-12-02

  Interesting! I feel like this is a cross between https://github.com/dagworks-inc/burr (switch state for context) and https://github.com/Netflix/metaflow because the output of the "task" declares its next hop...

• deeplake

  14 8,294 9.6 Python

  Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

  

  Project mention: Creation of the ApostropheCMS Documentation Chatbot | dev.to | 2024-08-29

  Finally, we stored these vectors in our chosen database: the activeloop DeepLake database. This database is open source, something near and dear to our own open-source hearts. We will cover some additional details in a further section, but it is specifically designed to handle vector data and perform efficient similarity searches, which is crucial for quick and accurate retrieval during the RAG process.

• CoreML-Models

  2 6,518 2.3 Python

  Largest list of models for Core ML (for iOS 11+)

• feast

  11 5,715 9.8 Python

  The Open Source Feature Store for Machine Learning

  

  Project mention: RFC: The Feast Kubernetes Operator (The Open Source Feature Store) | news.ycombinator.com | 2024-09-24

  Hey folks!

  I'm a maintainer for Feast (https://github.com/feast-dev/feast) (the Open Source Feature Store) and the Feast community is working on creating a Kubernetes Operator for deploying Feast on Kubernetes and would love any feedback you have before we get started!

  Here is the GitHub issue: https://github.com/feast-dev/feast/issues/4561, a design doc: https://docs.google.com/document/d/1vGKMizf3_14IyiF_W_Ik7CR0..., and a Slack channel: https://communityinviter.com/apps/feastopensource/feast-the-...!

  Thanks a ton in advance for your interest/comments!

• aim

  70 5,294 8.6 Python

  Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

  

• openllmetry

  6 5,269 9.7 Python

  Open-source observability for your LLM application, based on OpenTelemetry

  

  Project mention: Testing LLM Apps with Trace-based Tests | dev.to | 2024-10-03

  To instrument our app you will use the CLI tool opentelemetry-instrument that automatically sets up auto-instrumentation in your code without needing to do boilerplate configuration, and OTel Python SDK and OpenLLMetry to do manual instrumentation and specific instrumentation for LLM SDKs, like the file ./app/telemetry.py in the example:

• superduper

  25 4,907 9.9 Python

  Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migrating your data.

  

  Project mention: Build fully portable AI applications on top of Snowflake with SuperDuperDB | dev.to | 2024-06-26

  Customize how AI and databases work together. Scale your AI projects to handle more data and users. Move AI projects between different environments easily. Extend the system with new AI features and database functionality. Check it out: Blog: https://blog.superduperdb.com/version-02 Github: https://github.com/SuperDuperDB/superduperdb (leave us a star ⭐️🥳)

• zenml

  34 4,315 9.8 Python

  ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

  

  Project mention: Upgrading to Pydantic v2 – 433 commits later | news.ycombinator.com | 2024-06-18

• awesome-mlops

  7 4,223 6.6 Python

  :sunglasses: A curated list of awesome MLOps tools (by kelvins)

• deepchecks

  15 3,666 6.1 Python

  Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

  

• polyaxon

  9 3,592 8.4 Python

  MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

  

• hub

  1 3,493 1.8 Python

  A library for transfer learning by reusing parts of TensorFlow models. (by tensorflow)

  

• zvt

  1 3,335 8.4 Python

  modular quant framework.

  

• RasaGPT

  8 2,350 5.6 Python

  💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

• ScaledYOLOv4

  10 2,020 2.0 Python

  Scaled-YOLOv4: Scaling Cross Stage Partial Network

• nannyml

  9 2,008 9.2 Python

  nannyml: post-deployment data science in python

  

  Project mention: 25 Open Source AI Tools to Cut Your Development Time in Half | dev.to | 2024-07-11

  NannyML is a Python library specialized in post-deployment monitoring and maintenance of machine learning (ML) models. It enables data scientists to detect and address silent model failure, estimate model performance without immediate ground truth data, and identify data drift that might be responsible for performance degradation.

• GPflow

  1 1,856 3.4 Python

  Gaussian processes in TensorFlow

  

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• A note from our sponsor - SaaSHub
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