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alibaba/MNN

A fast, lightweight deep learning framework used in Alibaba's business-critical use cases, supporting LLM and 3D avatar apps.

14.4K
Active
C++
LLM Frameworks
#deep-learning#machine-learning#llm

BlinkDL/RWKV-LM

RWKV is an RNN-based language model with high performance, fast training, and flexible transformer-like architecture.

14.4K
Active
Python
LLM Frameworks
PyTorch
#language-model#rnn#transformer

davisking/dlib

A C++ toolkit for building real-world machine learning and computer vision applications.

14.4K
Active
C++
Computer Vision
#machine-learning#computer-vision#data-analysis

microsoft/nni

An open-source AutoML toolkit for automating the machine learning lifecycle, including feature engineering, neural architecture search, and hyperparameter tuning.

14.3K
Archived
Python
ML Ops
PyTorch
#automated-machine-learning#automl#hyperparameter-tuning

alphacep/vosk-api

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

14.3K
Stable
Jupyter Notebook
AI Voice & Speech
Node
#speech-recognition#voice-recognition#offline

davidsandberg/facenet

Face recognition using the FaceNet deep learning model, built with TensorFlow.

14.3K
Archived
Python
Computer Vision
TensorFlow
#face-detection#face-recognition#deep-learning

jindongwang/transferlearning

A comprehensive repository covering papers, codes, datasets, tutorials, and applications for transfer learning, domain adaptation, and more.

14.3K
Experimental
Python
Machine Learning
Python
#transfer-learning#domain-adaptation#domain-generalization

dmlc/dgl

A Python package for deep learning on graphs, built to ease existing DL frameworks.

14.2K
Experimental
Python
React
#deep-learning#graph-neural-networks#open-source

Unstructured-IO/unstructured

Unstructured is an open-source ETL solution for transforming complex documents into structured data for language models.

14.1K
Active
HTML
Document Processing
#document-processing#data-pipelines#natural-language-processing

janishar/mit-deep-learning-book-pdf

A PDF version of the renowned MIT Deep Learning Book, a comprehensive resource for studying machine learning and neural networks.

13.9K
Archived
Java
Learning & Education
#deep-learning#machine-learning#neural-networks

carla-simulator/carla

Open-source simulator for autonomous driving research.

13.6K
Active
C++
#autonomous-driving#simulator#research

mlfoundations/open_clip

Open source implementation of CLIP, a contrastive learning model for multi-modal tasks like zero-shot classification.

13.5K
Stable
Python
Computer Vision
PyTorch
#computer-vision#contrastive-learning#pretrained-model

Data-Centric-AI-Community/ydata-profiling

A Python library for fast, customizable, and interactive data profiling and exploratory data analysis.

13.4K
Active
Python
Data Profiling
Python
#data-profiling#exploratory-data-analysis#data-quality

microsoft/LoRA

An open-source implementation of the LoRA (Low-Rank Adaptation) technique for fine-tuning large language models.

13.3K
Archived
Python
LLM Frameworks
PyTorch
#low-rank-adaptation#language-model#fine-tuning

Lightning-AI/litgpt

A collection of high-performance large language models (LLMs) with recipes to pretrain, finetune, and deploy at scale.

13.2K
Active
Python
LLM Frameworks
Python
#ai#artificial-intelligence#large-language-models

apache/tvm

Open-source machine learning compiler framework for building and optimizing AI models across a variety of hardware.

13.2K
Active
Python
ML Ops
Python
#machine-learning#compiler#deep-learning

owainlewis/awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

13.0K
Stable
AI Courses & Learning Resources
#artificial-intelligence#machine-learning#deep-learning

junyanz/CycleGAN

Generates images from paintings using CycleGAN, a deep learning-based algorithm.

12.8K
Archived
Lua
React
#image-generation#deep-learning#cycle-gan

chenyuntc/pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

12.8K
Archived
Jupyter Notebook
Frameworks
PyTorch
#deep-learning#neural-networks#computer-vision

jina-ai/clip-as-service

Scalable embedding, reasoning, ranking for images and sentences with CLIP

12.8K
Archived
Python
React
#authentication#streaming#real-time
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