{"data":{"node":{"slug":"lightly-ai-lightly","name":"lightly","tagline":"A python library for self-supervised learning on images.","github_url":"https://github.com/lightly-ai/lightly","owner":"lightly-ai","repo":"lightly","owner_avatar_url":"https://avatars.githubusercontent.com/u/50146475?v=4","primary_language":"Python","stars":3777,"forks":339,"topics":["computer-vision","contrastive-learning","contributions-welcome","deep-learning","embeddings","hacktoberfest","machine-learning","pytorch","self-supervised-learning"],"archived":false,"github_pushed_at":"2026-07-09T18:09:23+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/lightly-ai-lightly","markdown_url":"https://www.graphcanon.com/tools/lightly-ai-lightly.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/lightly-ai-lightly","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=lightly-ai-lightly"},"categories":[{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"},{"slug":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"},{"slug":"computer-vision","name":"Computer Vision","url":"https://www.graphcanon.com/categories/computer-vision","markdown_url":"https://www.graphcanon.com/categories/computer-vision.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/computer-vision"}],"tags":[{"slug":"embeddings","name":"embeddings"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"hacktoberfest","name":"hacktoberfest"},{"slug":"pytorch","name":"pytorch"},{"slug":"contributions-welcome","name":"contributions-welcome"},{"slug":"contrastive-learning","name":"contrastive-learning"},{"slug":"computer-vision","name":"computer-vision"}],"edges":[],"neighbours":[{"slug":"huggingface-transformers","name":"transformers","tagline":"Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models","github_url":"https://github.com/huggingface/transformers","owner":"huggingface","repo":"transformers","owner_avatar_url":"https://avatars.githubusercontent.com/u/25720743?v=4","primary_language":"Python","stars":162482,"forks":33865,"topics":["audio","deep-learning","deepseek","gemma","glm","hacktoberfest","llm","machine-learning","model-hub","natural-language-processing","nlp","pretrained-models","python","pytorch","pytorch-transformers","qwen","speech-recognition","transformer","vlm"],"archived":false,"github_pushed_at":"2026-07-11T09:59:36+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/huggingface-transformers","markdown_url":"https://www.graphcanon.com/tools/huggingface-transformers.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/huggingface-transformers","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=huggingface-transformers","shared_categories":["model-training","computer-vision"]},{"slug":"microsoft-generative-ai-for-beginners","name":"generative-ai-for-beginners","tagline":"21 Lessons, Get Started Building with Generative AI","github_url":"https://github.com/microsoft/generative-ai-for-beginners","owner":"microsoft","repo":"generative-ai-for-beginners","owner_avatar_url":"https://avatars.githubusercontent.com/u/6154722?v=4","primary_language":"Jupyter Notebook","stars":112866,"forks":60628,"topics":["ai","azure","chatgpt","dall-e","generative-ai","generativeai","gpt","language-model","llms","microsoft-for-beginners","openai","prompt-engineering","semantic-search","transformers"],"archived":false,"github_pushed_at":"2026-07-09T03:44:14+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/microsoft-generative-ai-for-beginners","markdown_url":"https://www.graphcanon.com/tools/microsoft-generative-ai-for-beginners.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/microsoft-generative-ai-for-beginners","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=microsoft-generative-ai-for-beginners","shared_categories":["model-training"]},{"slug":"rasbt-llms-from-scratch","name":"LLMs-from-scratch","tagline":"Implement a ChatGPT-like LLM in PyTorch from scratch, step by step","github_url":"https://github.com/rasbt/LLMs-from-scratch","owner":"rasbt","repo":"LLMs-from-scratch","owner_avatar_url":"https://avatars.githubusercontent.com/u/5618407?v=4","primary_language":"Jupyter Notebook","stars":98899,"forks":15183,"topics":["ai","artificial-intelligence","attention-mechanism","deep-learning","finetuning","from-scratch","generative-ai","gpt","instruction-tuning","language-model","large-language-models","llm","machine-learning","natural-language-processing","pretraining","python","pytorch","tokenizer","transformers"],"archived":false,"github_pushed_at":"2026-06-02T14:14:19+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/rasbt-llms-from-scratch","markdown_url":"https://www.graphcanon.com/tools/rasbt-llms-from-scratch.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/rasbt-llms-from-scratch","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=rasbt-llms-from-scratch","shared_categories":["model-training"]},{"slug":"deepseek-ai-deepseek-r1","name":"DeepSeek-R1","tagline":"Repository contains distilled LLM models derived from Qwen and LLaMA series for various commercial uses.","github_url":"https://github.com/deepseek-ai/DeepSeek-R1","owner":"deepseek-ai","repo":"DeepSeek-R1","owner_avatar_url":"https://avatars.githubusercontent.com/u/148330874?v=4","primary_language":null,"stars":91987,"forks":11710,"topics":[],"archived":false,"github_pushed_at":"2025-06-27T08:35:54+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/deepseek-ai-deepseek-r1","markdown_url":"https://www.graphcanon.com/tools/deepseek-ai-deepseek-r1.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/deepseek-ai-deepseek-r1","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=deepseek-ai-deepseek-r1","shared_categories":["model-training"]},{"slug":"paddlepaddle-paddleocr","name":"PaddleOCR","tagline":"A powerful, lightweight OCR toolkit to convert images and PDFs into structured data","github_url":"https://github.com/PaddlePaddle/PaddleOCR","owner":"PaddlePaddle","repo":"PaddleOCR","owner_avatar_url":"https://avatars.githubusercontent.com/u/23534030?v=4","primary_language":"Python","stars":85230,"forks":11004,"topics":["ai4science","chineseocr","document-parsing","document-translation","kie","ocr","paddleocr-vl","pdf-extractor-rag","pdf-parser","pdf2markdown","pp-ocr","pp-structure","rag"],"archived":false,"github_pushed_at":"2026-06-26T09:31:42+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/paddlepaddle-paddleocr","markdown_url":"https://www.graphcanon.com/tools/paddlepaddle-paddleocr.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/paddlepaddle-paddleocr","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=paddlepaddle-paddleocr","shared_categories":["computer-vision"]},{"slug":"mlabonne-llm-course","name":"llm-course","tagline":"Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.","github_url":"https://github.com/mlabonne/llm-course","owner":"mlabonne","repo":"llm-course","owner_avatar_url":"https://avatars.githubusercontent.com/u/81252890?v=4","primary_language":null,"stars":80839,"forks":9421,"topics":["course","large-language-models","llm","machine-learning","roadmap"],"archived":false,"github_pushed_at":"2026-02-05T13:09:26+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/mlabonne-llm-course","markdown_url":"https://www.graphcanon.com/tools/mlabonne-llm-course.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mlabonne-llm-course","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mlabonne-llm-course","shared_categories":["model-training"]},{"slug":"redis-redis","name":"redis","tagline":"Redis is a preferred cache, data structure server, and document & vector query engine for real-time applications.","github_url":"https://github.com/redis/redis","owner":"redis","repo":"redis","owner_avatar_url":"https://avatars.githubusercontent.com/u/1529926?v=4","primary_language":"C","stars":75394,"forks":24718,"topics":["cache","caching","database","distributed-systems","in-memory","in-memory-database","json","key-value","key-value-store","message-broker","message-queue","no-sql","nosql","open-source","real-time","realtime","redis","time-series","vector-databases","vector-search"],"archived":false,"github_pushed_at":"2026-07-10T13:52:36+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/redis-redis","markdown_url":"https://www.graphcanon.com/tools/redis-redis.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/redis-redis","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=redis-redis","shared_categories":["vector-databases"]},{"slug":"hiyouga-llamafactory","name":"LlamaFactory","tagline":"Unified Efficient Fine-Tuning of 100+ LLMs & VLMs","github_url":"https://github.com/hiyouga/LlamaFactory","owner":"hiyouga","repo":"LlamaFactory","owner_avatar_url":"https://avatars.githubusercontent.com/u/16256802?v=4","primary_language":"Python","stars":73157,"forks":8937,"topics":["agent","ai","deepseek","fine-tuning","gemma","gpt","instruction-tuning","large-language-models","llama","llama3","llm","lora","moe","nlp","peft","qlora","quantization","qwen","rlhf","transformers"],"archived":false,"github_pushed_at":"2026-07-10T13:15:44+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/hiyouga-llamafactory","markdown_url":"https://www.graphcanon.com/tools/hiyouga-llamafactory.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/hiyouga-llamafactory","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=hiyouga-llamafactory","shared_categories":["model-training"]},{"slug":"unslothai-unsloth","name":"unsloth","tagline":"A web UI for training and running open models locally.","github_url":"https://github.com/unslothai/unsloth","owner":"unslothai","repo":"unsloth","owner_avatar_url":"https://avatars.githubusercontent.com/u/150920049?v=4","primary_language":"Python","stars":68011,"forks":6124,"topics":["agent","deepseek","fine-tuning","gemma","gemma3","gpt-oss","llama","llama3","llm","llms","mistral","openai","qwen","reinforcement-learning","self-hosted","text-to-speech","tts","ui","unsloth"],"archived":false,"github_pushed_at":"2026-07-11T10:09:04+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/unslothai-unsloth","markdown_url":"https://www.graphcanon.com/tools/unslothai-unsloth.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/unslothai-unsloth","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=unslothai-unsloth","shared_categories":["model-training"]},{"slug":"rvc-boss-gpt-sovits","name":"GPT-SoVITS","tagline":"1 min voice data can also be used to train a good TTS model! (few shot voice cloning)","github_url":"https://github.com/RVC-Boss/GPT-SoVITS","owner":"RVC-Boss","repo":"GPT-SoVITS","owner_avatar_url":"https://avatars.githubusercontent.com/u/129054828?v=4","primary_language":"Python","stars":59643,"forks":6507,"topics":["text-to-speech","tts","vits","voice-clone","voice-cloneai","voice-cloning"],"archived":false,"github_pushed_at":"2026-07-10T09:36:10+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/rvc-boss-gpt-sovits","markdown_url":"https://www.graphcanon.com/tools/rvc-boss-gpt-sovits.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/rvc-boss-gpt-sovits","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=rvc-boss-gpt-sovits","shared_categories":["model-training","computer-vision"]},{"slug":"ultralytics-ultralytics","name":"ultralytics","tagline":"Object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking","github_url":"https://github.com/ultralytics/ultralytics","owner":"ultralytics","repo":"ultralytics","owner_avatar_url":"https://avatars.githubusercontent.com/u/26833451?v=4","primary_language":"Python","stars":59348,"forks":11354,"topics":["computer-vision","deep-learning","image-classification","instance-segmentation","machine-learning","object-detection","object-tracking","pose-estimation","python","pytorch","rotated-object-detection","segment-anything","semantic-segmentation","tracking","ultralytics","yolo","yolo-world","yolo11","yolo26","yolov8"],"archived":false,"github_pushed_at":"2026-07-11T09:51:14+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/ultralytics-ultralytics","markdown_url":"https://www.graphcanon.com/tools/ultralytics-ultralytics.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/ultralytics-ultralytics","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=ultralytics-ultralytics","shared_categories":["computer-vision"]},{"slug":"pathwaycom-llm-app","name":"llm-app","tagline":"Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data.","github_url":"https://github.com/pathwaycom/llm-app","owner":"pathwaycom","repo":"llm-app","owner_avatar_url":"https://avatars.githubusercontent.com/u/25750857?v=4","primary_language":"Jupyter Notebook","stars":59068,"forks":1432,"topics":["chatbot","hugging-face","llm","llm-local","llm-prompting","llm-security","llmops","machine-learning","open-ai","pathway","rag","real-time","retrieval-augmented-generation","vector-database","vector-index"],"archived":false,"github_pushed_at":"2026-07-05T17:59:07+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/pathwaycom-llm-app","markdown_url":"https://www.graphcanon.com/tools/pathwaycom-llm-app.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/pathwaycom-llm-app","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=pathwaycom-llm-app","shared_categories":["vector-databases"]}]}}