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neomatrix369/awesome-ai-ml-dl

A curated list of awesome AI, ML, and DL resources, including code, tutorials, and study notes.

1.6K
Stable
Jupyter Notebook
LLM Frameworks
Agents & Orchestration
Jupyter Notebook
#ai#machine-learning#deep-learning

graykode/distribution-is-all-you-need

A tutorial for deep learning researchers to understand the basics of distribution probability.

1.6K
Archived
Python
LLM Frameworks
Tutorials & Courses
Python
#deep-learning#probability#distribution

Coder-Yu/QRec

A Python framework for quick implementation of recommender systems using TensorFlow.

1.6K
Archived
Python
Recommender Systems
API Frameworks
#algorithm#deep-learning#recommender-system

bespokelabsai/curator

A Python library for synthetic data curation and structured data extraction for machine learning models.

1.6K
Active
Python
Synthetic Data
LLM Frameworks
Python
#machine-learning#data-generation#data-curation

pytorch-tabular/pytorch_tabular

A standard framework for modeling deep learning models for tabular data in PyTorch.

1.6K
Active
Python
ML Ops
API Frameworks
PyTorch
#deep-learning#tabular-data#machine-learning

autonomio/talos

Hyperparameter optimization library for TensorFlow and Keras, focused on AI/ML model development.

1.6K
Archived
Python
ML Ops
CLI Tools
TensorFlow
#hyperparameter-optimization#deep-learning#model-development

unclestrong/DeepLearning_LHY21_Notes

A collection of notes on deep learning by Li Hong-mei, a renowned expert in the field.

1.6K
Archived
HTML
#deep-learning#li-hong-mei#machine-learning

intelligent-machine-learning/dlrover

DLRover is an automatic distributed deep learning system for training large-scale AI models on Kubernetes.

1.6K
Active
Python
ML Ops
Containerization
Python
#distributed-training#kubernetes#large-scale-ai

ramprs/grad-cam

Grad-CAM is a deep learning visualization technique for interpreting and explaining CNN-based models.

1.6K
Archived
Lua
Computer Vision
Documentation
Lua
#convolutional-neural-networks#deep-learning#interpretability

msgi/nlp-journey

A collection of Python code and resources related to natural language processing tasks like topic modeling, text classification, and machine translation.

1.6K
Active
Python
LLM Frameworks
Databases
Python
#natural-language-processing#deep-learning#topic-modeling

google/vizier

Research interface for blackbox and hyperparameter optimization using the Google Vizier Service

1.6K
Active
Python
React
#authentication#optimization#hyperparameter-tuning

changh95/visual-slam-roadmap

A roadmap to become a Visual SLAM (Simultaneous Localization and Mapping) developer in 2023.

1.6K
Stable
Computer Vision
Roadmaps
#slam#visual-slam#robotics

QingyongHu/SoTA-Point-Cloud

A comprehensive survey of deep learning techniques for 3D point cloud analysis, covering classification, detection, segmentation, and tracking.

1.6K
Archived
Computer Vision
#3d-classification#3d-deep-learning#3d-detection

dair-ai/Transformers-Recipe

A guide to learn about Transformer models, a foundational architecture for natural language processing.

1.6K
Archived
LLM Frameworks
Tutorials & Courses
#natural-language-processing#deep-learning#machine-learning

DT42/BerryNet

A deep learning gateway for Raspberry Pi and other edge devices, enabling AI inference at the edge.

1.6K
Archived
Python
Edge AI
Raspberry Pi
TensorFlow
#aiot#edge-ai#edge-computing

smallnest/dive-to-gosync-workshop

A library focused on deep-diving into Go concurrency programming concepts and techniques.

1.6K
Archived
Go
API Frameworks
CLI Tools
Go
#go#concurrency#goroutines

mahmoodlab/CLAM

Open-source tools for computational pathology and digital pathology research using deep learning and weakly-supervised learning.

1.6K
Experimental
Python
Computer Vision
API Frameworks
Python
#bioimage-informatics#digital-pathology#histopathology

aws-samples/aws-machine-learning-university-accelerated-cv

A Jupyter Notebook-based course on accelerated computer vision using AWS Machine Learning University.

1.6K
Archived
Jupyter Notebook
Computer Vision
Tutorials & Courses
#computer-vision#deep-learning#machine-learning

PaddlePaddle/PaddleSlim

PaddleSlim is an open-source library for deep model compression and architecture search.

1.6K
Active
Python
Inference
ML Ops
PyTorch
#compression#architecture-search#model-optimization

kakaobrain/fast-autoaugment

Fast AutoAugment is an official PyTorch implementation for automatic data augmentation.

1.6K
Archived
Python
PyTorch
#augmentation#automated-machine-learning#deep-learning
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