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An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with inference-engine
A curated list of projects in awesome lists tagged with inference-engine .
https://github.com/fedml-ai/fedml
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 16 Dec 2024
https://github.com/FedML-AI/FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 05 Nov 2024
https://github.com/zjhellofss/kuiperinfer
校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5
Last synced: 19 Dec 2024
https://github.com/zjhellofss/KuiperInfer
校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5
Last synced: 27 Oct 2024
https://github.com/hyperjumptech/grule-rule-engine
Rule engine implementation in Golang
golang hacktoberfest hacktoberfest2021 inference-engine rule rule-based rule-based-engine rule-engine
Last synced: 17 Dec 2024
https://github.com/siliconflow/onediff
OneDiff: An out-of-the-box acceleration library for diffusion models.
aigc-serving comfyui comfyui-workflow cuda diffusers diffusion-models inference-engine lcm lcm-lora lora performance-optimization pytorch sd-webui sdxl sdxl-turbo stable-diffusion stable-video-diffusion
Last synced: 17 Dec 2024
https://github.com/tencent/feathercnn
FeatherCNN is a high performance inference engine for convolutional neural networks.
android arm-neon caffe convolutional-neural-networks inference-engine ios
Last synced: 16 Dec 2024
https://github.com/Tencent/FeatherCNN
FeatherCNN is a high performance inference engine for convolutional neural networks.
android arm-neon caffe convolutional-neural-networks inference-engine ios
Last synced: 09 Nov 2024
https://github.com/pygmalionai/aphrodite-engine
Large-scale LLM inference engine
api-rest cuda inference-engine inferentia intel lora machine-learning rocm speculative-decoding tpu
Last synced: 18 Dec 2024
https://github.com/PygmalionAI/aphrodite-engine
Large-scale LLM inference engine
api-rest cuda inference-engine inferentia intel lora machine-learning rocm speculative-decoding tpu
Last synced: 03 Nov 2024
https://github.com/paddlepaddle/paddle.js
Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.
deep-learning inference-engine model ocr paddlepaddle webassembly webgl webgpu
Last synced: 20 Dec 2024
https://github.com/PaddlePaddle/Paddle.js
Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.
deep-learning inference-engine model ocr paddlepaddle webassembly webgl webgpu
Last synced: 27 Oct 2024
https://github.com/msnh2012/Msnhnet
🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.
darknet inference-engine jetson-nx mobilenetv2 mobilenetyolo pytorch yolov3 yolov4 yolov5
Last synced: 09 Nov 2024
https://github.com/insight-platform/Savant
Python Computer Vision & Video Analytics Framework With Batteries Included
computer-vision cuda deep-learning deepstream edge-computing inference-engine instance-segmentation machine-learning nvidia nvidia-deepstream-sdk object-detection opencv peoplenet tensorrt video yolo yolov5-face yolov8 yolov8-face
Last synced: 09 Nov 2024
https://github.com/tencent/forward
A library for high performance deep learning inference on NVIDIA GPUs.
cuda deep-learning forward gpu inference inference-engine keras neural-network onnx pytorch tensorflow tensorrt
Last synced: 15 Dec 2024
https://github.com/Tencent/Forward
A library for high performance deep learning inference on NVIDIA GPUs.
cuda deep-learning forward gpu inference inference-engine keras neural-network onnx pytorch tensorflow tensorrt
Last synced: 09 Nov 2024
https://github.com/pylint-dev/astroid
A common base representation of python source code for pylint and other projects
ast closember hacktoberfest inference-engine parser static-analysis static-code-analysis
Last synced: 20 Dec 2024
https://github.com/PaddlePaddle/Anakin
High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.
ai amd arm bitmain cambricon cross-platform high-performance inference-engine intel nvidia
Last synced: 27 Oct 2024
https://github.com/HoloClean/holoclean
A Machine Learning System for Data Enrichment.
data-enrichment data-science inference-engine machine-learning pytorch
Last synced: 12 Nov 2024
https://github.com/gottingen/kumo-search
docs for search system and ai infra
ai deep-learning inference-engine neural-network performance python search-engine tensorflow tensorflow2
Last synced: 07 Nov 2024
https://github.com/zjhellofss/kuiperllama
校招、秋招、春招、实习好项目，带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。
cpp cuda inference-engine llama2 llama3 llm llm-inference qwen qwen2
Last synced: 16 Dec 2024
https://github.com/bmw-innovationlab/bmw-tensorflow-inference-api-cpu
This is a repository for an object detection inference API using the Tensorflow framework.
api bounding-boxes computer-vision computervision cpu deep-learning deeplearning detection-inference-api docker docker-ce docker-container docker-image inference inference-engine inference-server object-detection predictions rest-api tensorflow tensorflow-framework
Last synced: 09 Oct 2024
https://github.com/rocm/mivisionx
MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.
amd-opencl amd-opencv amd-openvx computer-vision inference inference-engine khronos-openvx machine-learning neural-network nnef onnx opencl openvx openvx-extensions openvx-neural-network rocm ryzen virtual-reality windows-machine-learning winml
Last synced: 20 Dec 2024
https://github.com/ROCm/MIVisionX
MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.
amd-opencl amd-opencv amd-openvx computer-vision inference inference-engine khronos-openvx machine-learning neural-network nnef onnx opencl openvx openvx-extensions openvx-neural-network rocm ryzen virtual-reality windows-machine-learning winml
Last synced: 25 Nov 2024
https://github.com/openvinotoolkit/openvino_contrib
Repository for OpenVINO's extra modules
arm inference-engine java nvidia-gpu openvino pytorch
Last synced: 27 Oct 2024
https://github.com/Torsion-Audio/nn-inference-template
Neural network inference template for real-time cricital audio environments - presented at ADC23
audio audio-plugin deep-learning inference inference-engine juce libtorch machine-learning neural-network onnx onnxruntime pytorch tensorflow tensorflow-lite
Last synced: 14 Nov 2024
https://github.com/cansik/deep-vision-processing
Deep computer-vision algorithms for the Processing framework.
classification computer-vision cuda-support deep-neural-networks inference-engine machine-learning pose-estimation processing
Last synced: 13 Dec 2024
https://github.com/xuantie-rv/csi-nn2
An optimized neural network operator library for chips base on Xuantie CPU.
deep-learning inference-engine neural-network risc-v riscv riscv-assembly
Last synced: 13 Dec 2024
https://github.com/BMW-InnovationLab/BMW-IntelOpenVINO-Detection-Inference-API
This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.
computer-vision cpu deeplearning detection-algorithm detection-api docker inference inference-engine neural-network nocode object-detection openvino openvino-model-zoo openvino-toolkit resnet rest-api
Last synced: 05 Nov 2024
https://github.com/image-py/planer
Powerful Light Artificial NEuRon inference framework for CNN
cnn deep-learning inference-engine
Last synced: 19 Nov 2024
https://github.com/rubixml/server
A standalone inference server for trained Rubix ML estimators.
api http-server inference inference-engine inference-server infrastructure json-api machine-learning microservice ml-infrastructure model-deployment model-server php php-machine-learning php-ml rest-api rubix-ml rubix-server
Last synced: 04 Dec 2024
https://github.com/opencog/ure
Unified Rule Engine. Graph rewriting system for the AtomSpace. Used as reasoning engine for OpenCog.
backward-chaining backward-induction chainer forward-chaining graph-rewriting inference inference-engine inference-rules rule-engine rules-engine
Last synced: 10 Nov 2024
https://github.com/curtisgray/wingman
Wingman is the fastest and easiest way to run Llama models on your PC or Mac.
ai chatbot chatgpt download downloader gpu gpu-acceleration gpu-monitoring inference inference-engine inference-server linux llama llamacpp llm local macos openai windows
Last synced: 03 Dec 2024
https://github.com/friendliai/friendli-client
Friendli: the fastest serving engine for generative AI
ai generative-ai gpt gpt3 inference inference-engine inference-server llama2 llm llm-inference llm-ops llm-serving llmops llms mistral ml mlops serving stable-diffusion
Last synced: 22 Dec 2024
https://github.com/yas-sim/gaze-estimation-with-laser-sparking
Deep learning based gaze estimation demo with a fun feature :-)
deep-learning demo face-detection face-landmark face-landmark-detection face-landmarking face-landmarks gaze gaze-estimation head-pose head-pose-estimation head-rotation-angles inference inference-engine intel landmark-points laser-beams openvino openvino-toolkit python
Last synced: 16 Nov 2024
https://github.com/ryukinix/lisp-inference
An Inference Engine based on Propositional Calculus written in Common Lisp
common-lisp inference-engine inference-rules lisp-inference propositional-calculus propositional-logic truth-table
Last synced: 05 Nov 2024
https://github.com/yas-sim/person-detect-reidentification
Person or face detection and matching from multiple image inputs using Intel OpenVINO toolkit
deep-learning demo dl-models face-detection feature-extraction feature-vectores hungarian-assignment identification identification-model inference inference-engine intel matching-problems multiple-cameras openvino openvino-toolkit people-detection python surveillance
Last synced: 16 Nov 2024
https://github.com/yas-sim/handwritten-japanese-ocr
Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit
deep-learning dl-models handwritten-text-recognition inference-engine intel japanese ocr ocr-demo openvino python text-detection text-recognition text-regions touch-panel
Last synced: 16 Nov 2024
https://github.com/yas-sim/interactive-image-inpainting
Deep Learning Based Interactive Image Inpainting Demo
deep-learning demo dl-models draw image-inpainting image-ret image-retrieval inference inference-engine inpaint intel interactive-demo openvino openvino-toolkit picture python undesired-objects
Last synced: 16 Nov 2024
https://github.com/banderlog/opencv-python-inference-engine
Wrapper package for OpenCV with Inference Engine python bindings.
dldt inference-engine movidius myriad openblas opencv opencv-python openvino precompiled python python-3 wheel wrapper
Last synced: 11 Oct 2024
https://github.com/yas-sim/dbface-on-openvino
Describes how to run DBFace, a real-time, single-shot face detection model on Intel OpenVINO
deep-learning face-detection inference-engine intel onnx openvino python pytorch sample
Last synced: 16 Nov 2024
https://github.com/EugenHotaj/zig_inference
GPT-2 inference engine written in Zig
Last synced: 15 Dec 2024
https://github.com/EugenHotaj/zig_gpt2
GPT-2 inference engine written in Zig
Last synced: 09 Nov 2024
https://github.com/animator/titus2
Titus 2 : Portable Format for Analytics (PFA) implementation for Python 3.4+
analytics inference inference-engine ml-engine model-deployment model-evaluation model-serving pfa pfa-standard pmml python scoring scoring-engine titus
Last synced: 28 Nov 2024
https://github.com/zpye/SimpleInfer
A simple neural network inference framework
ai-framework cpp deep-learning inference-engine neural-network xmake
Last synced: 24 Oct 2024
https://github.com/kyegomez/exa
Unleash the full potential of exascale LLMs on consumer-class GPUs, proven by extensive benchmarks, with no long-term adjustments and minimal learning curve.
inference-engine llama2 llama2-7b llamacpp llamas llm-inference llms opensource
Last synced: 19 Dec 2024
https://github.com/yas-sim/openvino-ep-enabled-onnxruntime
Describing How to Enable OpenVINO Execution Provider for ONNX Runtime
deep-learning inference inference-api inference-engine inference-library intel onnx onnx-backend onnx-format onnxruntime openvino openvino-toolkit
Last synced: 16 Nov 2024
https://github.com/milosgajdos/ncs
Movidius Neural Compute Stick V2.0 API Go bindings
deep-learning edge-computing go golang inference-engine movidius neural-networks usb
Last synced: 09 Dec 2024
https://github.com/fritzo/pomagma
An inference engine for extensional untyped λ-calculus
inference-engine lambda-calculus theorem-proving
Last synced: 09 Nov 2024
https://github.com/denilgabani/people-counter-app
People counter app is used for monitoring people at specific area.
edge edge-ai inference-engine nodejs opencv openvino pedestrian-detection people-counter people-detection
Last synced: 23 Oct 2024
https://github.com/christophmark/bayesianfridge
Sequential Monte Carlo sampler for PyMC2 models.
inference inference-engine model-selection monte-carlo sequential-monte-carlo
Last synced: 22 Nov 2024
https://github.com/radiantone/inferencegraph
A knowledge graph based forward chain inferencing engine in typescript/node.
artificial-intelligence forward-chaining framework inference-engine inferences javascript knowledge-graph nodejs typescript
Last synced: 20 Nov 2024
https://github.com/yas-sim/openvino-wrapper
This is a tiny Python class library to wrap and abstract the OpenVINO Inference Engine.
class-library deep-learning face-detection face-landmark-detection gaze-estimation heatmap image-classification inference inference-engine intel object-detection object-tracking openvino openvino-inference-engine openvino-toolkit python
Last synced: 16 Nov 2024
https://github.com/yas-sim/openvino-multi-ncs2-throughput-mode
Describing How to Use Throughput Mode to Run Inference Effectively on Multiple NCS2 Devices with Intel (r) OpenVINO toolkit
accelerator deep-learning inference inference-engine intel ncs ncs2 neural-compute-stick neural-compute-stick-2 openvino openvino-toolkit python throughput-performance
Last synced: 16 Nov 2024
https://github.com/kiritigowda/mivisionx-inference-tutorial
MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit.
amd caffe classification cnn detection inception inference inference-engine machine-learning mivisionx neural-network nnef onnx opencv openvx openvx-neural-net resnet segmentation tensorflow vggnet
Last synced: 14 Nov 2024
https://github.com/jerinphilip/slimt
Inference slice of marian for bergamot's tiny11 models. Faster to compile, and wield. Fewer model-archs than bergamot-translator.
cpp20 inference-engine machine-translation pybind11 python
Last synced: 12 Oct 2024
https://github.com/yas-sim/pyopenvino
Experimental Python implementation of OpenVINO Inference Engine (very slow, limited functionality). All codes are written in Python. Easy to read and modify.
ai convolution convolutional-neural-network deep-learning experimental inference inference-engine inference-library mnist mnist-classification object-detection openvino python reference-implementation ssd-mobilenet
Last synced: 16 Nov 2024
https://github.com/yas-sim/openvino-workshop-jp
OpenVINO hands-on workshop contents (Japanese, 日本語版)
classification deep-learning hands-on inference inference-engine intel openvino openvino-toolkit ssd tutorial workshop
Last synced: 16 Nov 2024
https://github.com/andygeiss/diego
DIEGO is a data driven, forward-chaining, rule-based expert system written from scratch.
concepts conditions facts forward-chaining go golang inference-engine rules
Last synced: 13 Dec 2024
https://github.com/yas-sim/openvino-semantic-segmentation-demos
Semantic segmentation demos - Object extraction and Background swapping
background-swap deep-learning demo image-inpainting inference inference-engine intel object-retrieval openvino openvino-toolkit python semantic-segmentation semantic-segmentation-demos
Last synced: 16 Nov 2024
https://github.com/catseye/cardboard-prolog
A bare-bones inference engine in 120 lines of purely functional Scheme
deductive-inference didactic inference-engine logic-programming prolog-interpreter pure-functional
Last synced: 15 Nov 2024
https://github.com/yas-sim/openvino-onnx-importer-api
Demonstrate how to use ONNX importer API in Intel OpenVINO toolkit. This API allows user to load an ONNX model and run inference with OpenVINO Inference Engine.
deep-learning inference-engine intel ngraph onnx onnx-format onnx-model openvino openvino-toolkit
Last synced: 16 Nov 2024
https://github.com/yas-sim/devcloud-workshop-en
Hands-on workshop contents to learn about Intel DevCloud for the Edge
benchmarking deep-learning devcloud hands-on inference inference-engine intel intel-devcloud jupyter jupyter-notebook openvino tutorial workshop workshop-contents
Last synced: 16 Nov 2024
https://github.com/jishnutu/d-m-intelligence-s
Disaster Management Intelligence system
ai clips django django-application django-project expert-system inference-engine inference-rules intelligence pyclips python sqlite3
Last synced: 05 Dec 2024
https://github.com/yas-sim/devcloud-workshop-jp
Intel DevCloud for the Edge hands-on workshop contents (Japanese, 日本語版)
benchmarking deep-learning devcloud hands-on inference inference-engine intel intel-devcloud jupyter-notebook openvino openvino-toolkit tutorial workshop
Last synced: 16 Nov 2024
https://github.com/yas-sim/pseudo-stereo-picture
Deep learning based pseudo stereo image generation demo using Intel(r) Distribution of OpenVINO(tm) toolkit
deep-learning demo depth depth-estimation depth-image depth-maps image-inpainting inference inference-engine inpainting intel openvino openvino-toolkit pseudo-3d pseudo-stereo-pictures python stereo-images
Last synced: 16 Nov 2024
https://github.com/ez-optimium/optimium
Your AI Catalyst: inference backend to maximize your model's inference performance
ai-compiler amd arm deep-learning inference inference-engine inference-optimization intel mediapipe neural-network raspberry-pi runtime tensorflow-lite
Last synced: 12 Dec 2024
https://github.com/stefanolusardi/tiny_inference_engine
Client/Server system to perform distributed inference on high load systems.
ai cmake conan cpp deep-neural-networks docker grpc inference-client inference-engine inference-server kserve onnxruntime
Last synced: 10 Nov 2024
https://github.com/andrewkchan/yalm
Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O
cpp cuda inference-engine llama llamacpp llm llm-inference machine-learning mistral
Last synced: 14 Dec 2024
https://github.com/zhihu/ZhiLight
A highly optimized inference acceleration engine for Llama and its variants.
cuda gpt inference-engine llama llm llm-serving pytorch
Last synced: 14 Dec 2024
https://github.com/zhihu/zhilight
A highly optimized inference acceleration engine for Llama and its variants.
cuda gpt inference-engine llama llm llm-serving pytorch
Last synced: 07 Dec 2024
https://github.com/leynier/inferfuzzy
Inferfuzzy es un biblioteca de Python para implementar Sistemas de Inferencia Difusa
cuba fuzzy-logic fuzzy-matching inference-engine inference-rules matcom matcom-uh python python-3 python3 typer
Last synced: 18 Nov 2024
https://github.com/patrickcurl/sanechain
Filling in the missing gaps with langchain, and creating OO wrappers to simplify some workloads.
agent ai artificial-intelligence cohereai gpt gpt3 gpt4 inference-engine langchain language-model llama llama-index llamacpp llm llmops llms openai openai-api
Last synced: 25 Nov 2024
https://github.com/animator/orange3-scoring
:tangerine: :dart: Score PMML and PFA models in Orange3
inference inference-engine orange orange3 pfa pfa-standard pmml scoring scoring-engine
Last synced: 28 Nov 2024
https://github.com/gmkung/cheemera
A Node.js backend that exposes a Typescript implementation of the deCheem inference engine.
ai expert-advisor expert-system gpt inference-api inference-engine
Last synced: 17 Dec 2024
https://github.com/prithivsakthiur/vision-inference
What Happen Next ? Live Inference
css docker html inference-engine javascript live model
Last synced: 17 Dec 2024
https://github.com/dieharders/ai-text-server
🍺 Obrew Server: A local & private Ai inference engine.
ai desktop-app inference-engine
Last synced: 22 Nov 2024
https://github.com/kiritigowda/mivisionx-inference-analyzer
MIVisionX Python Inference Analyzer uses pre-trained ONNX/NNEF/Caffe models to analyze inference results and summarize individual image results
amd amdgpu caffe docker-images inceptionv4 inference inference-engine inference-optimization mivisionx mivisionx-inference-analyzer nnef nnir onnx opencl openvx resnet resnet-50 rocm squeezenet vgg
Last synced: 14 Nov 2024
https://github.com/yas-sim/openvino-workshop-en
Hands-on workshop contents to learn Intel distribution of OpenVINO toolkit - a deep learning inferencing library
classification deep-learning hands-on inference inference-engine intel intel-distribution openvino-toolkit openvno tutorial workshop workshop-contents
Last synced: 16 Nov 2024
https://github.com/mikoweb/symfony-inference-system
Inference System for Selecting the Optimal Programming Language written in Symfony and Angular.
angular inference-engine rest symfony
Last synced: 02 Dec 2024
https://github.com/zhangjun/tensorrt-server
TensorRT Server
inference-engine inference-server onnx tensorrt
Last synced: 06 Nov 2024
https://github.com/skywardai/kimchima
The collections of tools for testing and dumping LLMs
ai inference inference-engine llm pipeline pytorch tokenizer transformers
Last synced: 21 Dec 2024
https://github.com/bpdesilva/inferenceproblem
Inferencing solution for a knowledge base system using prolog.
inference-engine prolog prolog-programming-language
Last synced: 12 Dec 2024
https://github.com/kiritigowda/mivisionx-inference
MIVisionX Python Inference Application using pre-trained ONNX/NNEF/Caffe models
ai caffe inference inference-application inference-engine mivisionx nnef object-classification onnx openvx openvx-nn-extension python
Last synced: 14 Nov 2024
https://github.com/girinchutia/object-detection-inference-interface
Object Detection Inference Interface (ODII) : A common interface for object detection model inference
artificial-intelligence artificial-intelligence-framework computer-vision inference inference-engine object-detection odii python python3 vision yolo yolov3 yolov6 yolov7 yolox
Last synced: 23 Nov 2024
https://github.com/kenec/apehmed
An expert system for STD diagnosis
expert-system inference-engine knowledge-base postgresql std
Last synced: 20 Dec 2024
