sgd-optimizer topic
CS231n
PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
ML-MCU
Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
Overlap_Local_SGD
Implementation of (overlap) local SGD in Pytorch
lookahead_tensorflow
Lookahead optimizer ("Lookahead Optimizer: k steps forward, 1 step back") for tensorflow
Count-Sketch-Optimizers
A compressed adaptive optimizer for training large-scale deep learning models using PyTorch
SimpleDeepNetToolbox
Simple MATLAB toolbox for deep learning network: Version 1.0.3
Computer-Vision-and-Image-Processing
Computer Vision and Image Processing algorithms implemented using OpenCV, NumPy and MatPlotLib, for UOM's EN2550 Fundamentals of Image Processing and Machine Vision Module ❄
NN-Backpropagation
Implement a Neural Network trained with back propagation in Python
MATCHA
Communication-efficient decentralized SGD (Pytorch)