singagan Goto Github PK

aix360

Open Source library to support interpretability and explainability of data and machine learning models

basecalling_architectures

bonito_update

A PyTorch Basecaller for Oxford Nanopore Reads

dorado

Oxford Nanopore's Basecaller

embeddedsw

Xilinx Embedded Software (embeddedsw) Development

hls_blstm

The community version of HLS_BLSTM (A BLSTM FPGA accelerator of an OCR appilcation, using CAPI/SNAP))

mlir-aie

An MLIR-based toolchain for Xilinx Versal AIEngine-based devices.

mlir-air

nn-meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

sneakysnake

SneakySnake:snake: is the first and the only pre-alignment filtering algorithm that works efficiently and fast on modern CPU, FPGA, and GPU architectures. It greatly (by more than two orders of magnitude) expedites sequence alignment calculation for both short and long reads. Described in the Bioinformatics (2020) by Alser et al. https://arxiv.org/abs/1910.09020.

stream_aie

Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.

vitis_accel_examples

Vitis_Accel_Examples