{"data":{"node":{"slug":"sentient-agi-oml-1-0-fingerprinting","name":"OML-1.0-Fingerprinting","tagline":"OML 1.0 via Fingerprinting: Open, Monetizable, and Loyal AI","github_url":"https://github.com/sentient-agi/OML-1.0-Fingerprinting","owner":"sentient-agi","repo":"OML-1.0-Fingerprinting","owner_avatar_url":"https://avatars.githubusercontent.com/u/175796272?v=4","primary_language":"Python","stars":3494,"forks":232,"topics":["fine-tuning","fingerprint","loyalty","oml","sentient","verifiable-ai"],"archived":false,"github_pushed_at":"2025-01-23T01:33:56+00:00","maintenance_label":"Dormant","stars_delta_30d":-7,"url":"https://www.graphcanon.com/tools/sentient-agi-oml-1-0-fingerprinting","markdown_url":"https://www.graphcanon.com/tools/sentient-agi-oml-1-0-fingerprinting.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/sentient-agi-oml-1-0-fingerprinting","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=sentient-agi-oml-1-0-fingerprinting"},"categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"},{"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"}],"tags":[{"slug":"fine-tuning","name":"fine-tuning"},{"slug":"fingerprint","name":"fingerprint"},{"slug":"loyalty","name":"loyalty"},{"slug":"oml","name":"oml"},{"slug":"sentient","name":"sentient"},{"slug":"verifiable-ai","name":"verifiable-ai"}],"edges":[],"neighbours":[{"slug":"voxel51-fiftyone","name":"fiftyone","tagline":"Refine high-quality datasets and visual AI models","github_url":"https://github.com/voxel51/fiftyone","owner":"voxel51","repo":"fiftyone","owner_avatar_url":"https://avatars.githubusercontent.com/u/25984855?v=4","primary_language":"TypeScript","stars":11101,"forks":826,"topics":["active-learning","artificial-intelligence","computer-vision","data-centric-ai","data-cleaning","data-curation","data-quality","data-science","deep-learning","developer-tools","image-classification","machine-learning","object-detection","python","unstructured-data","vector-search","visualization"],"archived":false,"github_pushed_at":"2026-09-20T05:38:16+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/voxel51-fiftyone","markdown_url":"https://www.graphcanon.com/tools/voxel51-fiftyone.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/voxel51-fiftyone","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=voxel51-fiftyone","shared_categories":[]},{"slug":"flashinfer-ai-flashinfer","name":"flashinfer","tagline":"FlashInfer is a kernel library for serving large language models","github_url":"https://github.com/flashinfer-ai/flashinfer","owner":"flashinfer-ai","repo":"flashinfer","owner_avatar_url":"https://avatars.githubusercontent.com/u/145061914?v=4","primary_language":"Cuda","stars":6452,"forks":1472,"topics":["attention","cuda","distributed-inference","gpu","jit","large-large-models","llm-inference","moe","nvidia","pytorch"],"archived":false,"github_pushed_at":"2026-09-19T01:31:07+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/flashinfer-ai-flashinfer","markdown_url":"https://www.graphcanon.com/tools/flashinfer-ai-flashinfer.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/flashinfer-ai-flashinfer","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=flashinfer-ai-flashinfer","shared_categories":[]},{"slug":"federatedai-fate","name":"FATE","tagline":"An Industrial Grade Federated Learning Framework","github_url":"https://github.com/FederatedAI/FATE","owner":"FederatedAI","repo":"FATE","owner_avatar_url":"https://avatars.githubusercontent.com/u/54675540?v=4","primary_language":"Python","stars":6100,"forks":1570,"topics":["algorithm","fate","federated-learning","machine-learning","privacy-preserving"],"archived":false,"github_pushed_at":"2024-11-19T08:19:11+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/federatedai-fate","markdown_url":"https://www.graphcanon.com/tools/federatedai-fate.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/federatedai-fate","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=federatedai-fate","shared_categories":["model-training"]},{"slug":"google-parfait-tensorflow-federated","name":"tensorflow-federated","tagline":"An open-source framework for machine learning and other computations on decentralized data","github_url":"https://github.com/google-parfait/tensorflow-federated","owner":"google-parfait","repo":"tensorflow-federated","owner_avatar_url":"https://avatars.githubusercontent.com/u/164364956?v=4","primary_language":"Python","stars":2454,"forks":605,"topics":[],"archived":false,"github_pushed_at":"2026-10-01T22:43:59+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/google-parfait-tensorflow-federated","markdown_url":"https://www.graphcanon.com/tools/google-parfait-tensorflow-federated.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/google-parfait-tensorflow-federated","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=google-parfait-tensorflow-federated","shared_categories":["model-training"]},{"slug":"adithya-s-k-ai-engineering-academy","name":"AI-Engineering.academy","tagline":"Mastering Applied AI, One Concept at a Time","github_url":"https://github.com/adithya-s-k/AI-Engineering.academy","owner":"adithya-s-k","repo":"AI-Engineering.academy","owner_avatar_url":"https://avatars.githubusercontent.com/u/27956426?v=4","primary_language":"Jupyter Notebook","stars":2383,"forks":280,"topics":["fine-tuning","finetuning","finetuning-llms","inference","large-language-models","llm","python","quantization"],"archived":false,"github_pushed_at":"2026-02-27T19:08:42+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/adithya-s-k-ai-engineering-academy","markdown_url":"https://www.graphcanon.com/tools/adithya-s-k-ai-engineering-academy.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/adithya-s-k-ai-engineering-academy","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=adithya-s-k-ai-engineering-academy","shared_categories":["model-training"]},{"slug":"chaoyanghe-awesome-federated-learning","name":"Awesome-Federated-Learning","tagline":"FedML - The Research and Production Integrated Federated Learning Library","github_url":"https://github.com/chaoyanghe/Awesome-Federated-Learning","owner":"chaoyanghe","repo":"Awesome-Federated-Learning","owner_avatar_url":"https://avatars.githubusercontent.com/u/7238845?v=4","primary_language":null,"stars":2022,"forks":332,"topics":["adversarial-attack-and-defense","communication-efficiency","computation-efficiency","computer-vision","continual-learning","decentralized-federated-learning","distributed-optimization","federated-learning","hierarchical-federated-learning","incentive-mechanism","interpretability","machine-learning","neural-architecture-search","non-iid","privacy","semi-supervised-learning","straggler-problem","transfer-learning","vertical-federated-learning","wireless-communication"],"archived":false,"github_pushed_at":"2022-09-03T20:03:02+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/chaoyanghe-awesome-federated-learning","markdown_url":"https://www.graphcanon.com/tools/chaoyanghe-awesome-federated-learning.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/chaoyanghe-awesome-federated-learning","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=chaoyanghe-awesome-federated-learning","shared_categories":["model-training","evaluation-observability"]},{"slug":"windmaple-awesome-automl","name":"awesome-AutoML","tagline":"Curating AutoML research and resources","github_url":"https://github.com/windmaple/awesome-AutoML","owner":"windmaple","repo":"awesome-AutoML","owner_avatar_url":"https://avatars.githubusercontent.com/u/5577741?v=4","primary_language":null,"stars":944,"forks":157,"topics":[],"archived":false,"github_pushed_at":"2026-03-24T05:53:32+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/windmaple-awesome-automl","markdown_url":"https://www.graphcanon.com/tools/windmaple-awesome-automl.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/windmaple-awesome-automl","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=windmaple-awesome-automl","shared_categories":["model-training"]},{"slug":"noahlevenson-stealing-ur-feelings","name":"stealing-ur-feelings","tagline":"Deep learning-powered AR experience analyzing facial reactions","github_url":"https://github.com/noahlevenson/stealing-ur-feelings","owner":"noahlevenson","repo":"stealing-ur-feelings","owner_avatar_url":"https://avatars.githubusercontent.com/u/21117002?v=4","primary_language":"JavaScript","stars":928,"forks":33,"topics":["ai","ar","art","augmented-reality","awards","computer-vision","emotion","emotion-recognition","face-detection","facebook","film","filmmaking","instagram","interactive-video","mozilla","privacy","snapchat","video","webbys","webcam"],"archived":false,"github_pushed_at":"2023-04-26T06:47:12+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/noahlevenson-stealing-ur-feelings","markdown_url":"https://www.graphcanon.com/tools/noahlevenson-stealing-ur-feelings.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/noahlevenson-stealing-ur-feelings","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=noahlevenson-stealing-ur-feelings","shared_categories":[]},{"slug":"nolabs-ai-deepfabric","name":"deepfabric","tagline":"Generate, Train, Measure, and Evaluate Synthetic Data in One Pipeline","github_url":"https://github.com/nolabs-ai/deepfabric","owner":"nolabs-ai","repo":"deepfabric","owner_avatar_url":"https://avatars.githubusercontent.com/u/289819636?v=4","primary_language":"Python","stars":886,"forks":82,"topics":["agents","ai","data-science","dataset","distillation","evaluation","fine-tuning","huggingface","huggingface-datasets","machine-learning","open","open-source","python","source","synthetic","synthetic-data","unsloth"],"archived":false,"github_pushed_at":"2026-09-14T19:45:17+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/nolabs-ai-deepfabric","markdown_url":"https://www.graphcanon.com/tools/nolabs-ai-deepfabric.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nolabs-ai-deepfabric","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nolabs-ai-deepfabric","shared_categories":["model-training","evaluation-observability"]},{"slug":"kennethleungty-failed-ml","name":"Failed-ML","tagline":"Compilation of high-profile real-world examples of failed machine learning projects","github_url":"https://github.com/kennethleungty/Failed-ML","owner":"kennethleungty","repo":"Failed-ML","owner_avatar_url":"https://avatars.githubusercontent.com/u/16691614?v=4","primary_language":null,"stars":751,"forks":52,"topics":["ai","artificial-intelligence","classification","computer-vision","data-engineering","data-quality","data-science","deep-learning","failed-data-science","failed-machine-learning","failed-ml","fml","forecasting","machine-learning","ml","natural-language-processing","production","recsys","regression"],"archived":false,"github_pushed_at":"2024-06-14T08:32:21+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/kennethleungty-failed-ml","markdown_url":"https://www.graphcanon.com/tools/kennethleungty-failed-ml.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/kennethleungty-failed-ml","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=kennethleungty-failed-ml","shared_categories":["evaluation-observability"]},{"slug":"weimingwill-awesome-federated-learning","name":"awesome-federated-learning","tagline":"Curated federated learning resources including papers, blogs, videos, and projects","github_url":"https://github.com/weimingwill/awesome-federated-learning","owner":"weimingwill","repo":"awesome-federated-learning","owner_avatar_url":"https://avatars.githubusercontent.com/u/16631850?v=4","primary_language":"Shell","stars":738,"forks":98,"topics":["communication-efficiency","data-privacy","decentralized-federated-learning","differential-privacy-deep-learning","distributed-optimization","federated-learning","federated-learning-framework","federated-optimization","machine-learning","meta-learning","non-iid","privacy","statistical-heterogeneity"],"archived":false,"github_pushed_at":"2025-11-16T16:14:13+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/weimingwill-awesome-federated-learning","markdown_url":"https://www.graphcanon.com/tools/weimingwill-awesome-federated-learning.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/weimingwill-awesome-federated-learning","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=weimingwill-awesome-federated-learning","shared_categories":["model-training"]},{"slug":"fuzzylabs-awesome-open-mlops","name":"awesome-open-mlops","tagline":"Model deployment and serving guide with open-source MLOps tools","github_url":"https://github.com/fuzzylabs/awesome-open-mlops","owner":"fuzzylabs","repo":"awesome-open-mlops","owner_avatar_url":"https://avatars.githubusercontent.com/u/46245244?v=4","primary_language":null,"stars":483,"forks":55,"topics":["datascience","devops","infrastructure","machine-learning","machinelearning","mlops"],"archived":false,"github_pushed_at":"2025-05-19T07:41:48+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/fuzzylabs-awesome-open-mlops","markdown_url":"https://www.graphcanon.com/tools/fuzzylabs-awesome-open-mlops.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/fuzzylabs-awesome-open-mlops","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=fuzzylabs-awesome-open-mlops","shared_categories":[]}]}}