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datawhalechina/key-book

A comprehensive resource for understanding the theoretical foundations of machine learning, with detailed proofs, examples, and references.

1.7K
Active
Jupyter Notebook
Books & Guides
Theoretical Machine Learning
Jupyter Notebook
#machine-learning#deep-learning#theory

zslucky/awesome-AI-books

A curated collection of AI-related books and resources for developers to learn and experiment with AI concepts.

1.7K
Stable
Jupyter Notebook
LLM Frameworks
Books & Guides
#ai#machine-learning#deep-learning

decisionintelligence/TFB

A comprehensive and fair benchmark for time series forecasting methods, including deep learning and statistical techniques.

1.7K
Active
Shell
Benchmarking
Time Series
#time-series-forecasting#benchmarking#deep-learning

microsoft/EdgeML

A collection of machine learning algorithms for edge devices developed by Microsoft Research India.

1.7K
Archived
C++
ML Ops
API Frameworks
PyTorch
#edge-computing#machine-learning-algorithms#microsoft-research

natanielruiz/deep-head-pose

A deep learning library for head pose estimation using PyTorch, useful for computer vision applications.

1.7K
Archived
Python
Computer Vision
Facial Recognition
PyTorch
#deep-learning#head-pose-estimation#facial-recognition

Kaixhin/Rainbow

An open-source deep reinforcement learning library that combines several state-of-the-art improvements.

1.7K
Archived
Python
Agents & Orchestration
CLI Tools
Python
#deep-reinforcement-learning#deep-learning#agents

hfawaz/dl-4-tsc

A deep learning library for time series classification, useful for AI developers working with sensor and time-based data.

1.7K
Archived
Python
Computer Vision
Caching
Python
#time-series-classification#deep-learning#convolutional-neural-networks

charlesq34/frustum-pointnets

A Python library for 3D object detection from RGB-D data using deep learning.

1.7K
Archived
Python
Computer Vision
Python
#3d-object-detection#point-cloud#rgb-d

ClimbsRocks/auto_ml

Automated machine learning for analytics & production use cases powered by popular ML libraries.

1.7K
Archived
Python
ML Ops
ETL & Pipelines
scikit-learn
#automated-machine-learning#data-science#production-ready

minivision-ai/Silent-Face-Anti-Spoofing

A Python library for silent face anti-spoofing using deep learning, useful for mobile apps and computer vision projects.

1.7K
Archived
Python
Computer Vision
Android App
#face-detection#anti-spoofing#computer-vision

takuseno/d3rlpy

An offline deep reinforcement learning library for Python developers working on AI-powered applications.

1.6K
Stable
Python
Reinforcement Learning
Libraries
PyTorch
#deep-learning#reinforcement-learning#offline-rl

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

zhengjingwei/machine-learning-interview

A comprehensive collection of machine learning interview questions and solutions for algorithm engineers.

1.6K
Archived
Machine Learning
Interview Prep
#machine-learning#interview-preparation#algorithms

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

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
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