728 skills found · Page 1 of 25
Tencent / Ncnnncnn is a high-performance neural network inference framework optimized for the mobile platform
dusty-nv / Jetson InferenceHello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
facebookincubator / AITemplateAITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
google / XNNPACKHigh-efficiency floating-point neural network inference operators for mobile, server, and Web
666DZY666 / Micronetmicronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
Zheng-Chong / CatVTON[ICLR 2025] CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) and 3) Simplified Inference (< 8G VRAM for 1024X768 resolution).
kumar-shridhar / PyTorch BayesianCNNBayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
inference-labs-inc / Inference NetworkProof of Inference - Trustless AI verification
IBM / Fhe Toolkit LinuxIBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypted data without decrypting it! The toolkit ships with two demos including a fully encrypted Machine Learning inference with a Neural Network and a Privacy-Preserving key-value search.
Tencent / FeatherCNNFeatherCNN is a high performance inference engine for convolutional neural networks.
openvinotoolkit / NncfNeural Network Compression Framework for enhanced OpenVINO™ inference
eBay / Bayesian Belief NetworksPythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.
jacobgil / Pytorch PruningPyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
jatinchowdhury18 / RTNeuralReal-time neural network inferencing
JDAI-CV / Dabnndabnn is an accelerated binary neural networks inference framework for mobile platform
ceccocats / TkDNNDeep neural network library and toolkit to do high performace inference on NVIDIA jetson platforms
saeyslab / NichenetrNicheNet: predict active ligand-target links between interacting cells
erdogant / BnlearnPython package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.
aertslab / PySCENICpySCENIC is a lightning-fast python implementation of the SCENIC pipeline (Single-Cell rEgulatory Network Inference and Clustering) which enables biologists to infer transcription factors, gene regulatory networks and cell types from single-cell RNA-seq data.
szymonmaszke / TorchlayersShape and dimension inference (Keras-like) for PyTorch layers and neural networks
