fastmachinelearning Goto Github PK

afm-training

Training models for Atomic Force Microscopy

analysis-tools

anomalytrigger

Anomly Trigger with AutoEncoder

aws-fpga

bnn_pynq

cmssw

CMS Offline Software

db4hls

example-models

faast

fastmachinelearning.github.io

fastml-science

Implementations of the fastml-science bechmark models, including a standard Keras (float) and QKeras (quantized) implementations.

finn-examples

Dataflow QNN inference accelerator examples on FPGAs

grpc

The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

gw-iaas

Deep learning inference-as-a-service tools and pipelines for gravitational wave physics

hawq-jet-tagging

hep-ml-on-gcp

High energy physics machine learning on Google Cloud Platform

hls4ml

Machine learning on FPGAs using HLS

hls4ml-catapult

Machine learning on FPGAs using HLS

hls4ml-catapult-framework

A framework for developing the hls4ml Catapult backend. The C++ part of the backend is included as well

hls4ml-live-demo

Live demo of hls4ml on embedded platforms such as the Pynq-Z2

hls4ml-tutorial

Tutorial notebooks for hls4ml

iccad2023

Fast Machine Learning for Science Workshop @ ICCAD 2023

inception_cmake

Tensorflow Serving inception client via CMake

keras-surgeon

Pruning and other network surgery for trained Keras models.

keras-training

jet classification and regression training in keras

l1-jet-id

Code for Level-1 jet tagging

machinelearningnotebooks

Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.

ml4quantum-release

Repository for the paper "Neural network accelerator for quantum control" https://arxiv.org/abs/2208.02645

models

Models and examples built with hls4ml

nrp_u55c_benchmark

NRP U55C Benchmarks