ZIYU-DEEP

camel

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

AAAI-2021-Paper-List-of-Anomaly-Detection

A list of accepted papers in AAAI 2021 about anomaly detection.

Awesome-Autoencoders-for-Representation-Learning

A curated list on the literature of autoencoders for representation learning.

Awesome-Information-Bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

Awesome-Papers-on-Combinatorial-Semi-Bandit-Problems

A curated list on papers about combinatorial multi-armed bandit problems.

Bias-in-Deep-Anomaly-Detection-PyTorch

This is the code repository for the IJCAI-21 paper "Understanding the Effect of Bias in Deep Anomaly Detection".

Generalization-and-Memorization-in-Sparse-Training

This is the repository for the SNN-22 Workshop paper on "Generalization and Memorization in Sparse Neural Networks".

Papers-on-Anomaly-Detection-in-NeurIPS-2020

A list of all papers related to anomaly detection in NeurIPS 2020.

Post-Quantum-Crypto-for-Blockchains

A python package for post-quantum-safe transaction on Web3 with hybrid key encapsulation methods.

Reasoning-in-Reasoning

ZIYU-DEEP/deepSAD-custom

Deep SAD model with customized datasets. Source: https://github.com/lukasruff/Deep-SAD-PyTorch

ZIYU-DEEP/Anomaly-Detection-for-Images

This repository implements several trending anomaly detection frameworks on different image datasets.

ZIYU-DEEP/Semi-Supervised-Anomaly-Detection-Pytorch

A general framework for semi-supervised anomaly detection models written in PyTorch.

ZIYU-DEEP/Spectrum-Anomaly-Detection

The code for spectrum anomaly detection with dynamic threshold.

ZIYU-DEEP/adaptive_estimators

Code for ICLR 2019 paper "Adaptive Estimators Show Information Compression in Deep Neural Networks" (https://openreview.net/forum?id=SkeZisA5t7)

ZIYU-DEEP/adVAE

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

ZIYU-DEEP/awesome-anomaly-detection

A curated list of awesome anomaly detection resources

ZIYU-DEEP/Clinical-Multivariate-Time-Series-Data-Classification

A temporary repository to save plots.

ZIYU-DEEP/d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

ZIYU-DEEP/Deep-SAD-PyTorch

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

ZIYU-DEEP/disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

ZIYU-DEEP/dit

Python package for information theory.

ZIYU-DEEP/dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

ZIYU-DEEP/generative_adversary

Code for the unrestricted adversarial examples paper

ZIYU-DEEP/geometric-renyi-divergence

ZIYU-DEEP/IBA-paper-code

Code for the Paper "Restricting the Flow: Information Bottlenecks for Attribution"

ZIYU-DEEP/ibsgd

ZIYU-DEEP/IDNNs

explore DNNs via Infomration

ZIYU-DEEP/Information-Theory-MOOC

This is the note for Prof. Raymond W. Yeung's MOOC class: Information Theory (https://www.coursera.org/learn/information-theory/home/welcome).

ZIYU-DEEP/inv-rep

Code for Invariant Rep. Without Adversaries (NIPS 2018)

ZIYU-DEEP/machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

ZIYU-DEEP/models

A collection of pre-trained, state-of-the-art models in the ONNX format

ZIYU-DEEP/NPEET

Non-parametric Entropy Estimation Toolbox

ZIYU-DEEP/outlier-exposure

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

ZIYU-DEEP/PRML

PRML algorithms implemented in Python

ZIYU-DEEP/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

ZIYU-DEEP/smile-mi-estimator

PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"

ZIYU-DEEP/Traditional-Titanic-Prediction

ZIYU-DEEP/vae

a simple vae and cvae from keras

ZIYU-DEEP/VGGFace2-Anomaly-Detection

This repository implemented a few autoencoder-based anomaly detection method on VGGFace2.