Pinned Repositories
AFM-training
Training models for Atomic Force Microscopy
example-models
hls4ml
Machine learning on FPGAs using HLS
hls4ml-live-demo
Live demo of hls4ml on embedded platforms such as the Pynq-Z2
hls4ml-tutorial
Tutorial notebooks for hls4ml
keras-training
jet classification and regression training in keras
models
Models and examples built with hls4ml
qonnx
QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
qonnx_model_zoo
Model zoo for the Quantized ONNX (QONNX) model format
SonicCMS
Services for Optimized Network Inference on Coprocessors (for CMS)
Fast Machine Learning Lab's Repositories
fastmachinelearning/models
Models and examples built with hls4ml
fastmachinelearning/SonicCMS
Services for Optimized Network Inference on Coprocessors (for CMS)
fastmachinelearning/AFM-training
Training models for Atomic Force Microscopy
fastmachinelearning/pytorch-training
jet classification and regression training in pytorch
fastmachinelearning/FaaST
fastmachinelearning/platform_ml_models
Development moved to https://github.com/hls4ml-finn-mlperftiny/CIFAR10
fastmachinelearning/trackObservables
Creates the data files for training/testing
fastmachinelearning/analysis-tools
fastmachinelearning/finn-examples
Dataflow QNN inference accelerator examples on FPGAs
fastmachinelearning/MachineLearningNotebooks
Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.
fastmachinelearning/tmva-training
For TMVA BDTs, mostly physicists
fastmachinelearning/AnomalyTrigger
Anomly Trigger with AutoEncoder
fastmachinelearning/aws-fpga
fastmachinelearning/grpc
The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
fastmachinelearning/hep-ml-on-gcp
High energy physics machine learning on Google Cloud Platform
fastmachinelearning/inception_cmake
Tensorflow Serving inception client via CMake
fastmachinelearning/nuSONIC