Hasanul Mahmud's repositories
Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
Anomaly-ReactionRL
Using RL for anomaly detection in NSL-KDD
Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
Awesome-Pruning
A curated list of neural network pruning resources.
cifar-vgg
VGG16 models for CIFAR-10 and CIFAR-100 using Keras
classification_models
Classification models trained on ImageNet. Keras.
flops-counter.pytorch
Flops counter for convolutional networks in pytorch framework
keras-surgeon
Pruning and other network surgery for trained Keras models.
Keras_FLOP_Estimator
This is a function for estimating the floating point operations (FLOPS) of deep learning models developed with keras.
knowledge-distillation-papers
knowledge distillation papers
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
Knowledge_distillation_via_TF2.0
The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API
Lottery-Ticket-Hypothesis-in-Pytorch
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.
mae-scalable-vision-learners
A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners
mdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf
ml-road
Machine Learning Resources, Practice and Research
model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
pyclustering
pyclustering is a Python, C++ data mining library.
pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
rpi-power-monitor
Power Monitor (for Raspberry Pi)
SpinalNet
SpinalNet: Deep Neural Network with Gradual Input
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
TrojanNN
Trojan Attack on Neural Network
um34c
A small NodeJS tool to read out and control the UM34C (or UM24C / UM25C) USB analyzer via Bluetooth