Wade-Chou

TimeSeriesForecastingInPython

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

DMH-GYM

A gym-like simulator for dynamic material handling

pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

DAST

The code of DAST

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

Gymjsp

Share a benchmark that can easily apply reinforcement learning in Job-shop-scheduling

ReinforcementLearningCourse

Deep-Reinforcement-Learning-for-Solving-Job-Shop-Scheduling-Problems

DRL on JSSPs

L2D

Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"

JSSEnv

An OpenAi Gym environment for the Job Shop Scheduling problem.

RL-Job-Shop-Scheduling

Reinforcement learning approach for job shop scheduling

oc-cnn

DeepOneClass

Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.

paper-reading

深度学习经典、新论文逐段精读

GODS

Generalized one-class learning using pairs of complementary classifiers

SMAT2022

learninghospital

Combining Deep RL and SimPy models of hospital systems

PytorchGeometricTutorial

Pytorch Geometric Tutorials

reinforcement-learning-an-introduction

Solutions to exercises in Reinforcement Learning: An Introduction (2nd Edition).

sutton_and_barto

Notes and solutions to exercises in Sutton and Barto's Reinforcement Learning textbook

Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions

Solutions of Reinforcement Learning, An Introduction

LDL

Learning Deep Learning

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

d2l-pytorch-colab

Automatically Generated Notebooks for Colab

data-science-complete-tutorial

For extensive instructor led learning

cs-video-courses

List of Computer Science courses with video lectures.

Manufacturing-Data-Science

Data Science in Manufacturing 製造資料科學