volcacius

micronet_competition

Submission to NeurIPS 2019 micronet contest

brevitas

Training-aware quantization in Pytorch

Adafruit_TSL2561

Unified sensor driver for Adafruit's TSL2561 breakouts

DALI

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

deepcg

dependencies

Dependency Injection for Humans.

DFQ

PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.

dynamic-k-activation

Adaptive Activation Thresholding: Dynamic Routing Type Behavior for Interpretability in Convolutional Neural Networks

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

finn

Fast, Scalable Quantized Neural Network Inference on FPGAs

Giftlist

logicnets

nd4j

Fast, Scientific and Numerical Computing for the JVM (NDArrays)

noise-tolerant-bfgs

path-sgd

Path-SGD: Path-Normalized Optimization in Deep Neural Networks

PYNQ

Python Productivity for ZYNQ

pytorch-image-models-1

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-jet-classify

Pytorch implementation of the HLS4ML 3 Layer Jet Tagging model, including a standard Pytorch (float) and a Quantized (via Xilinx's Brevitas library) implementation. designed for use with the HLS4ML LHC Jet dataset (100 particles): https://zenodo.org/record/3602254

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorch-training

jet classification and regression training in pytorch

pyxir

QConv

QNN-MO-PYNQ

Stochastic-In-Face-Frank-Wolfe-v1.0

Code For Paper https://arxiv.org/pdf/1906.03580.pdf v1.0.

symbolic-pymc

Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

tensorflow

Computation using data flow graphs for scalable machine learning

tiny-dnn

header only, dependency-free deep learning framework in C++11

torch-test-case

Extends unittest.TestCase such that assertions support PyTorch tensors and parameters.

trainableProcessing

xla