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NielsRogge/Transformers-Tutorials

This repository contains demos for the Transformers library by HuggingFace, a popular NLP and computer vision library.

11.5K
Active
Jupyter Notebook
LLM Frameworks
PyTorch
#transformers#bert#gpt-2

qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

11.4K
Stable
Python
Computer Vision
PyTorch
#image-segmentation#semantic-segmentation#pretrained-weights

speechbrain/speechbrain

A PyTorch-based toolkit for speech processing, including ASR, speaker recognition, and speech enhancement.

11.3K
Active
Python
AI SDKs & Wrappers
PyTorch
#speech-recognition#audio-processing#deep-learning

nerfstudio-project/nerfstudio

A collaboration-friendly studio for building NeRF-based 3D reconstructions using PyTorch and other ML tools.

11.3K
Experimental
Python
Computer Vision
PyTorch
#3d-reconstruction#nerf#deep-learning

Jack-Cherish/PythonPark

A comprehensive Python learning resource covering AI, machine learning, web scraping, and more.

11.3K
Archived
Python
Tutorials & Courses
Python
#python#machine-learning#deep-learning

milesial/Pytorch-UNet

A PyTorch implementation of the U-Net for image semantic segmentation with high quality images.

11.2K
Archived
Python
Computer Vision
PyTorch
#computer-vision#semantic-segmentation#deep-learning

kornia/kornia

Kornia is a Python library for geometric computer vision and spatial AI tasks.

11.1K
Active
Python
Computer Vision
PyTorch
#computer-vision#spatial-ai#deep-learning

wandb/wandb

The AI developer platform to train and fine-tune models, and manage models from experimentation to production.

10.9K
Active
Python
ML Ops
PyTorch
#ai#machine-learning#model-versioning

openai/DALL-E

A PyTorch package for the discrete VAE used in DALLยทE, an AI model for generating images from text prompts.

10.9K
Archived
Python
LLM Frameworks
PyTorch
#machine-learning#computer-vision#image-generation

huggingface/text-generation-inference

Large Language Model Text Generation Inference library for developers working with AI tools and models.

10.8K
Active
Python
LLM Frameworks
PyTorch
#nlp#transformer#bloom

ultralytics/yolov3

YOLOv3 is a popular open-source object detection library for computer vision tasks, with support for multiple deployment targets.

10.6K
Active
Python
Computer Vision
PyTorch
#object-detection#deep-learning#computer-vision

Megvii-BaseDetection/YOLOX

YOLOX is a high-performance anchor-free YOLO model for object detection

10.4K
Experimental
Python
React
#object-detection#deep-learning#yolox

thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library for vibe coders building AI-powered applications.

10.3K
Stable
Python
RL Frameworks
PyTorch
#reinforcement-learning#deep-learning#ai-tools

ymcui/Chinese-BERT-wwm

Pre-trained Chinese BERT model with whole word masking, useful for natural language processing tasks.

10.2K
Experimental
Python
LLM Frameworks
PyTorch
#bert#chinese-nlp#language-model

mozilla/TTS

A deep learning library for text-to-speech applications, focusing on generating high-quality speech from text.

10.1K
Archived
Jupyter Notebook
AI Voice & Speech
PyTorch
#text-to-speech#speech-generation#deep-learning

autogluon/autogluon

Fast and accurate machine learning framework that can build models in just 3 lines of Python code.

10.1K
Active
Python
ML Ops
PyTorch
#automated-machine-learning#computer-vision#tabular-data

satellite-image-deep-learning/techniques

A collection of techniques for deep learning with satellite and aerial imagery, including object detection and classification.

10.0K
Active
Computer Vision
PyTorch
#satellite-imagery#remote-sensing#object-detection

bigscience-workshop/petals

A distributed system for running large language models (LLMs) on personal devices, enabling faster fine-tuning and inference.

10.0K
Archived
Python
LLM Frameworks
PyTorch
#llm#distributed-computing#fine-tuning

OpenMined/PySyft

A Python library for secure and private machine learning using federated learning and differential privacy

9.9K
Experimental
Python
Federated Learning
PyTorch
#cryptography#privacy#federated-learning

xlite-dev/LeetCUDA

LeetCUDA is a comprehensive collection of modern CUDA learning resources, including 200+ CUDA kernels, Tensor Cores, HGEMM, and FA-2 MMA.

9.8K
Active
Cuda
ML Ops
PyTorch
#cuda#cuda-toolkit#cuda-demo
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