Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
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Apr 9, 2026 - Python
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einops
Here are 16 public repositories matching this topic...
Clean, reproducible, boilerplate-free deep learning project template.
docker pytorch hydra imagenet self-supervised-learning mlops pytorch-lightning albumentations simclr timm einops hydra-zen
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May 3, 2023 - Python
A collection of components for transformers 🧩
python components machine-learning deep-learning torch pytorch transformer hydra reproducibility einops jaxtyping torchmix
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Jan 20, 2023 - Python
Demonstration for NVIDIA's Nemotron-Parse-v1.1 model, designed for advanced document parsing and OCR. Upload images of documents (e.g., papers, forms) to extract structured content: text, tables (LaTeX), figures, and titles. Outputs annotated images with colored bounding boxes and processed markdown/LaTeX text for easy integration.
opencv numpy torch nvidia accelerate gradio opencv-python ocr-recognition beautifulsoup4 torchvision albumentations huggingface-transformers huggingface-models timm einops huggingface-spaces
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Dec 24, 2025 - Python
This application allows users to perform various OCR tasks such as converting documents to markdown, extracting text, locating specific text within images, and parsing figures, all through a user-friendly interface. This demo leverages the deepseek-ai/DeepSeek-OCR-2
python ocr torch pytorch addict gradio ocr-text-reader torchvision huggingface-transformers tokenizers einops flash-attention-2 deepseek-v3 deepseek-ocr easydict deepseek-ocr-2
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Feb 5, 2026 - Python
Layer normalization with einops semantics.
pytorch transformer tensor normalization layer-normalization instance-normalization group-normalization einops
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Feb 26, 2023 - Python
Modern Eager TensorFlow implementation of Attention Is All You Need
nlp language translation deep-learning tensorflow keras transformers embeddings attention beam-search language-model tokenization bleu-score encoder-decoder label-smoothing self-attention embedding-projector byte-pair-encoding dot-product-attention einops
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Oct 7, 2024 - Python
Demonstration for the Lightricks LTX-2 Distilled model, enhanced with specialized LoRA adapters for cinematic camera movements (dolly left/right/in/out, jib up/down, static). Generates animated videos from text prompts or input images, with optional prompt enhancement using Gemma-3-12b.
numpy pillow torch pytorch accelerate scipy camera-control gradio tqdm torchaudio huggingface-transformers dolly-zoom einops safetensors bitsandbytes flash-attention-3 gemma3 ltx-2 flashpack
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Jan 11, 2026 - Python
SAM3-Plus-Qwen3.5 is an advanced, experimental computer vision suite that seamlessly integrates Facebook's Segment Anything Model 3 (SAM3) with the Qwen3.5 multimodal reasoning engine.
python scikit-learn ninja pillow torch supervision gradio kernels opencv-python torchvision sam3 huggingface-transformers timm einops flash-attention-2 multimodal-model qwen3-5
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Apr 3, 2026 - Python
Cheers-HF-Demo is an advanced, highly optimized full-stack web application built on the Gradio framework, engineered to interface seamlessly with the ai9stars/Cheers multimodal
web-app scikit-learn pillow pytorch scipy matplotlib gradio torchvision huggingface-transformers mutimodal einops huggingface-spaces
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Mar 23, 2026 - Python
대조 학습을 추천 시스템에 적용하여 개인화 추천의 다양성을 향상하는 프로젝트입니다.
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Sep 11, 2023 - Python
📄 Enhance document processing with NVIDIA's Nemotron-Parse-OCR, extracting structured content and providing clear visual annotations for easier integration.
opencv numpy torch nvidia accelerate gradio opencv-python ocr-recognition beautifulsoup4 torchvision albumentations huggingface-transformers huggingface-models timm einops huggingface-spaces
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Apr 13, 2026 - Python
🖥️ Utilize DeepSeek-OCR-2 to effortlessly execute advanced OCR tasks, converting documents to markdown and extracting text through an intuitive web app.
python ocr torch pytorch addict gradio ocr-text-reader torchvision huggingface-transformers tokenizers einops deepseek-v3 deepseek-ocr easydict
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Apr 13, 2026 - Python
Code implementation of computer vision models for practice based on pytorch and einops.
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Mar 13, 2023 - Python
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