Machine Learning and AI Engineer

Builds and deploys machine learning models, LLM applications and data intensive services into real products.

machine learning engineer open source tools open source ml stack llm frameworks for production open source vector database mlops open source tools
50
Repos Matched
Python
Languages

📦 Matched Repositories

Ranked by relevance score based on language, topics, and activity

#1
supervision
We write your reusable computer vision tools. 💜
⭐ 51.4k Score 82 Python
#2
transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine...
⭐ 168.2k Score 82 Python
#3
ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
⭐ 74.6k Score 82 Python
#4
annotated_deep_learning_paper_implementations
🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side...
⭐ 67.6k Score 82 Python
#5
keras
Deep Learning for humans
⭐ 64.4k Score 82 Python
#6
ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and...
⭐ 44.1k Score 82 Python
#7
DocsGPT
Private AI platform for agents, assistants and enterprise search. Built-in...
⭐ 18.3k Score 82 Python
#8
ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance...
⭐ 62.9k Score 74 Python
#9
Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
⭐ 60.2k Score 74 Python
#10
ml-engineering
Machine Learning Engineering Open Book
⭐ 19.6k Score 74 Python
#11
nni
An open source AutoML toolkit for automate machine learning lifecycle,...
⭐ 14.4k Score 74 Python
#12
wandb
The AI developer platform. Use Weights & Biases to train and fine-tune...
⭐ 11.3k Score 74 Python
#13
txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and...
⭐ 13.0k Score 74 Python
#14
serviette
A no-code RAG server that keeps answers in sync with your documents. Works...
⭐ 58.8k Score 74 Python
#15
llama_index
LlamaIndex is the document processing platform for AI
⭐ 52.7k Score 74 Python
#16
LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
⭐ 107.4k Score 70 Jupyter Notebook
#17
Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB...
⭐ 9.7k Score 68 Python
#18
inference
Swap GPT for any LLM by changing a single line of code. Xinference lets you...
⭐ 9.6k Score 68 Python
#19
stable-diffusion-webui
Stable Diffusion web UI
⭐ 165.2k Score 66 Python
#20
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
⭐ 105.1k Score 66 Python
#21
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
⭐ 82.1k Score 66 Python
#22
yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation,...
⭐ 58.2k Score 66 Python
#23
faceswap
Deepfakes Software For All
⭐ 57.6k Score 66 Python
#24
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed...
⭐ 43.3k Score 66 Python
#25
metaflow
Build, Manage and Deploy AI/ML Systems
⭐ 10.3k Score 66 Python
#26
open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
⭐ 156.9k Score 66 Python
#27
langchain
The agent engineering platform.
⭐ 148.6k Score 66 Python
#28
graphify
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a...
⭐ 136.6k Score 66 Python
#29
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
⭐ 95.7k Score 66 Python
#30
crawl4ai
Open-source web crawler and scraper for LLMs and AI agents: any website into...
⭐ 86.4k Score 66 Python
#31
hello-agents
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
⭐ 84.9k Score 66 Python
#32
headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the...
⭐ 78.0k Score 66 Python
#33
LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
⭐ 75.7k Score 66 Python
#34
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
⭐ 21.9k Score 66 Python
#35
RWKV-LM
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can...
⭐ 14.8k Score 66 Python
#36
speechbrain
A PyTorch-based Speech Toolkit
⭐ 11.9k Score 66 Python
#37
PageIndex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
⭐ 39.8k Score 66 Python
#38
LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything...
⭐ 13.5k Score 66 Python
#39
tensorflow
An Open Source Machine Learning Framework for Everyone
⭐ 201.3k Score 62 C++
#40
BentoML
The easiest way to serve AI apps and models - Build Model Inference APIs,...
⭐ 8.9k Score 60 Python
#41
ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM,...
⭐ 8.8k Score 60 Python
#42
deep-searcher
Open Source Deep Research Alternative to Reason and Search on Private Data....
⭐ 8.3k Score 60 Python
#43
dify
Build Agentic workflows, RAG pipelines, with rich AI model and tool support...
⭐ 159.7k Score 58 Python
#44
onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
⭐ 33.0k Score 58 Python
#45
streamlit
Streamlit — A faster way to build and share data apps.
⭐ 46.1k Score 58 Python
#46
qlib
Qlib is an AI-oriented Quant investment platform that aims to use AI tech to...
⭐ 49.7k Score 58 Python
#47
TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research...
⭐ 46.1k Score 58 Python
#48
gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to...
⭐ 43.9k Score 58 Python
#49
mlflow
The open source AI engineering platform for agents, LLMs, and ML models....
⭐ 28.6k Score 58 Python
#50
serve
☁️ Build multimodal AI applications with cloud-native stack
⭐ 21.9k Score 58 Python