Python ML

Open-source Python projects categorized as ML

Top 23 Python ML Projects

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    Project mention: จำแนกสายพันธ์ุหมากับแมวง่ายๆด้วยYoLoV5 | dev.to | 2024-04-15

    Ref https://www.youtube.com/watch?v=0GwnxFNfZhM https://github.com/ultralytics/yolov5 https://dev.to/gfstealer666/kaaraich-yolo-alkrithuemainkaartrwcchcchabwatthu-object-detection-3lef https://www.kaggle.com/datasets/devdgohil/the-oxfordiiit-pet-dataset/data

  • MindsDB

    The platform for customizing AI from enterprise data

    Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08

    Check us out on GitHub.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • MLflow

    Open source platform for the machine learning lifecycle

    Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13

    Platforms such as MLflow monitor the development stages of machine learning models. In parallel, Data Version Control (DVC) brings version control system-like functions to the realm of data sets and models.

  • best-of-ml-python

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

  • ludwig

    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!

  • deeplake

    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: FLaNK AI Weekly 25 March 2025 | dev.to | 2024-03-25
  • metaflow

    :rocket: Build and manage real-life ML, AI, and data science projects with ease!

    Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05
  • 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!

    Project mention: Who's hiring developer advocates? (December 2023) | dev.to | 2023-12-04

    Link to GitHub -->

  • CoreML-Models

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

  • feast

    Feature Store for Machine Learning

    Project mention: What's Happening with Feast? | news.ycombinator.com | 2023-12-07
  • aim

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

    Project mention: aim VS cascade - a user suggested alternative | libhunt.com/r/aim | 2023-12-05
  • superduperdb

    🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.

    Project mention: FLaNK Stack Weekly 12 February 2024 | dev.to | 2024-02-12
  • zenml

    ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

    Project mention: FLaNK AI - 01 April 2024 | dev.to | 2024-04-01
  • awesome-mlops

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

    Project mention: Choosing an Orchestrator in a green-field setup | /r/mlops | 2023-12-07

    Lots of good projects on https://github.com/kelvins/awesome-mlops too

  • polyaxon

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

  • hub

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

  • deepchecks

    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.

    Project mention: Detect, Defend, Prevail: Payments Fraud Detection using ML & Deepchecks | dev.to | 2024-01-13

    Also if you have any confusion related to it. You can directly go to their discussion section in github :

  • zvt

    modular quant framework.

  • giskard

    🐢 Open-Source Evaluation & Testing framework for LLMs and ML models

    Project mention: Show HN: Evaluate LLM-based RAG Applications with automated test set generation | news.ycombinator.com | 2024-04-11
  • deepsparse

    Sparsity-aware deep learning inference runtime for CPUs

    Project mention: Fast Llama 2 on CPUs with Sparse Fine-Tuning and DeepSparse | news.ycombinator.com | 2023-11-23

    Interesting company. Yannic Kilcher interviewed Nir Shavit last year and they went into some depth: https://www.youtube.com/watch?v=0PAiQ1jTN5k DeepSparse is on GitHub: https://github.com/neuralmagic/deepsparse

  • RasaGPT

    💬 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

    Project mention: (1/2) May 2023 | /r/dailyainews | 2023-06-02

    RasaGPT: headless LLM chatbot platform built on top of Rasa and Langchain (https://github.com/paulpierre/RasaGPT)

  • ScaledYOLOv4

    Scaled-YOLOv4: Scaling Cross Stage Partial Network

  • GPflow

    Gaussian processes in TensorFlow

  • SaaSHub

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

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-04-15.

Python ML related posts

Index

What are some of the best open-source ML projects in Python? This list will help you:

Project Stars
1 yolov5 46,565
2 MindsDB 21,160
3 MLflow 17,185
4 best-of-ml-python 15,284
5 ludwig 10,753
6 deeplake 7,673
7 metaflow 7,559
8 BentoML 6,495
9 CoreML-Models 6,212
10 feast 5,238
11 aim 4,743
12 superduperdb 4,304
13 zenml 3,638
14 awesome-mlops 3,536
15 polyaxon 3,476
16 hub 3,434
17 deepchecks 3,323
18 zvt 2,971
19 giskard 2,965
20 deepsparse 2,858
21 RasaGPT 2,158
22 ScaledYOLOv4 2,017
23 GPflow 1,792
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com