ynahshan

mamba

Mamba SSM architecture

linear-lognormal-attention

Tabled-ANS

mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

nn-quantization-pytorch

pytorch-qcr

Pytorch library for quantization, calibration and inference of the models

torch-graph

Execution graph library for pytorch

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

nn-varfloat-pytorch

training

Reference implementations of training benchmarks

cnn-quantization

Quantization of Convolutional Neural networks.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

kaggle_human_protein

kaggle_planet_competition

Planet Understanding the Amazon from Space competition keras implementation

deep_rl_experiments