ducminhkhoi

InterpretableCNN

EM_Capsules

Pytorch Implementation of EM capsules in the paper "Matrix capsules with EM routing"

autograd_pytorch

Building your own autograd mechanism based on PyTorch tensor only (not Variable, can be seen as numpy array)

Feature-Weighting-and-Boosting

This is the unofficially official implementation of the paper "Feature Weighting and Boosting for Few-Shot Segmentation"

Amodal-Instance-Seg-ASBU

FAPIS

machine_learning

Summary of Machine Learning: A Probabilistic Perspective book

torch-ml

Implementation of some fundamental Machine Learning algorithms completely written in Pytorch

fluent-python-tutorial

This repository contains the Jupyter Notebook of the Book: "Fluent Python" by Luciano ramalho

MAC_Network

This is the Pytorch implementation of Compositional Attention Networks for Machine Reasoning

FallDetection

High-Performance-Python

Demo of code in the book "High Performance Python" by Micha Gorelick & Ian Ozsvald

Machine-Learning-Tutorials

Python-Machine-Learning

Book source code of Python Machine Learning by Sebastian Raschka

2048AI_solver

cs231n

Assignments from CS231n written in Python and PyTorch

DRL

This is the repository for hosting for deep reinforcement learning project - CS533

drnet_cvpr2017

Detecting Visual Relationships with Deep Relational Networks

ducminhkhoi.github.io

Effective-Python

This repository contains the Jupyter Notebook of the Book: "Effective Python" by Brett Slatkin

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

mobilenetv2-cifar10

Applying Mobilenetv2-cifar10 that can reach 99.02% in val acc

MonoScene

MonoScene: Monocular 3D Semantic Scene Completion

paper_summarization

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

tensorflow-tutorial

Video-Attention

Implement the attention mechanism in Video through Temporal convolution

VRED