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yeasy/docker_practice

Docker & container tutorial and practice guide for DevOps

25.9K
Active
Go
Containerization
Books & Guides
Docker
#docker#containerization#devops

ageron/handson-ml

Deprecated ML book repo with Jupyter notebooks for learning fundamentals

25.8K
Archived
Jupyter Notebook
Books & Guides
Inference
Jupyter Notebook
#machine-learning#deep-learning#scikit-learn

datawhalechina/pumpkin-book

ๅ—็“œไนฆ๏ผšใ€Šๆœบๅ™จๅญฆไน ใ€‹๏ผˆ่ฅฟ็“œไนฆ๏ผ‰ๅ…ฌๅผ่ฏฆ่งฃ

25.7K
Stable
Books & Guides
Fine-tuning
#machine-learning#book#pumpkin-book

modular/modular

Modular Platform for AI development with MAX and Mojo

25.7K
Active
Mojo
Inference
Containerization
Mojo
#ai#machine-learning#modular

kataras/iris

Fast Go web framework with HTTP/2 support and MVC features

25.6K
Stable
Go
Backend Frameworks
CLI Tools
Go
#go#web-framework#mvc

hollischuang/toBeTopJavaer

Java engineer learning path and interview prep

25.5K
Archived
Java
Interview Prep
Awesome Lists
#java#interview-prep#learning-path

walter201230/Python

Comprehensive Python tutorial with structured learning path and resources

25.3K
Archived
Tutorials & Courses
#python#python3#tutorial

shap/shap

SHAP explains ML model outputs using Shapley values for interpretability.

25.1K
Active
Jupyter Notebook
ML Ops
#explainability#machine-learning#shapley-values

junyanz/pytorch-CycleGAN-and-pix2pix

PyTorch implementation of CycleGAN and pix2pix for image-to-image translation

25.0K
Experimental
Python
Computer Vision
PyTorch
#image-generation#image-manipulation#generative-adversarial-networks

HumanSignal/labelImg

Image annotation tool for computer vision projects

24.8K
Archived
Python
Computer Vision
CLI Tools
#image-annotation#computer-vision#data-labeling

tayllan/awesome-algorithms

Curated list of resources to learn and practice algorithms

24.8K
Stable
Awesome Lists
Tutorials & Courses
#algorithms#learning-resources#cheatsheets

mxgmn/WaveFunctionCollapse

Procedural bitmap/tilemap generation using quantum-inspired algorithm

24.7K
Stable
C#
Computer Vision
C#
#procedural-generation#wfc#algorithm

fastai/fastbook

Deep learning book with Jupyter Notebooks covering fastai and PyTorch

24.7K
Archived
Jupyter Notebook
Books & Guides
fastai
#deep-learning#fastai#jupyter-notebook

mlflow/mlflow

MLflow is an open-source platform for building, tracking, and deploying AI/ML models with end-to-end observability and evaluation tools.

24.6K
Active
Python
ML Ops
Agent Coordination
LangChain
#mlflow#ai-models#experiment-tracking

microsoft/JARVIS

JARVIS connects LLMs with ML community for task automation and research.

24.6K
Experimental
Python
Agents & Orchestration
AI Tool Connectors
PyTorch
#llm-agents#ml-orchestration#task-automation

haotian-liu/LLaVA

LLaVA is a visual instruction tuning framework for large language and vision models, enabling GPT-4 level capabilities.

24.5K
Archived
Python
Computer Vision
LLM Frameworks
PyTorch
#llava#gpt-4#instruction-tuning

deepset-ai/haystack

AI orchestration framework for building LLM applications with pipelines and agents

24.4K
Active
MDX
Agents & Orchestration
RAG Frameworks
Python
#ai-orchestration#llm-framework#rag-systems

trekhleb/homemade-machine-learning

Interactive machine learning algorithms in Python with Jupyter demos

24.3K
Stable
Jupyter Notebook
ML Ops
Jupyter Notebook
#machine-learning#jupyter-notebook#python

ml-explore/mlx

MLX is a machine learning array framework for Apple silicon with Python, C++, and Swift APIs.

24.2K
Active
C++
Inference
LLM Frameworks
Apple Silicon
#ml-framework#apple-silicon#array-computing

sgl-project/sglang

High-performance serving framework for large language and multimodal models

24.2K
Active
Python
Inference
LLM Frameworks
Python
#llm#inference#serving
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