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dmlc/xgboost

Distributed gradient boosting library for fast and accurate data science solutions

28.1K
Active
C++
ML Ops
Multi-Purpose
#xgboost#machine-learning#distributed-systems

fastai/fastai

Deep learning library for fast and easy model building

27.9K
Active
Jupyter Notebook
Computer Vision
ML Ops
PyTorch
#deep-learning#fastai#pytorch

ChristosChristofidis/awesome-deep-learning

Curated list of deep learning resources including books, courses, tutorials, and tools for developers.

27.7K
Experimental
RAG & Vector
Awesome Lists
#deep-learning#machine-learning#tutorials

mozilla/DeepSpeech

Offline speech-to-text engine for real-time on-device use

26.7K
Experimental
C++
AI Voice & Speech
Documentation
TensorFlow
#speech-to-text#deep-learning#tensorflow

srbhr/Resume-Matcher

AI-powered resume tailoring with local model support

26.2K
Active
TypeScript
LLM Wrappers & SDKs
SaaS Boilerplates
Next.js
#resume-matcher#ats-optimization#llm-integration

terryum/awesome-deep-learning-papers

Curated list of top 100 deep learning papers (2012-2016) for developers

26.1K
Archived
TeX
RAG & Vector
#deep-learning#machine-learning#papers

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

shap/shap

SHAP explains ML model outputs using Shapley values for interpretability.

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

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

mxgmn/WaveFunctionCollapse

Procedural bitmap/tilemap generation using quantum-inspired algorithm

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

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

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

PaddlePaddle/Paddle

PaddlePaddle is a deep learning framework for industrial-scale ML, offering distributed training, model deployment, and Python/C++ support.

23.7K
Active
C++
ML Ops
PaddlePaddle
#deep-learning#distributed-training#machine-learning

lukasmasuch/best-of-ml-python

Curated list of top machine learning Python libraries, updated weekly with quality scores.

23.3K
Active
RAG & Vector
Awesome Lists
#machine-learning#python#awesome-list

sebastianruder/NLP-progress

Tracks progress in NLP tasks with datasets and benchmarks

23.0K
Archived
Python
Computer Vision
#nlp#benchmark#datasets

spmallick/learnopencv

Learn OpenCV with C++ and Python examples for computer vision and AI

22.8K
Active
Jupyter Notebook
Computer Vision
Example Projects
#opencv#computer-vision#ai

serengil/deepface

DeepFace is a lightweight Python library for face recognition and facial attribute analysis, including age, gender, emotion, and race detection.

22.3K
Active
Python
Computer Vision
Python
#face-recognition#facial-analysis#deep-learning
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