Pinned Repositories
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's Repositories
ZIYU-DEEP/financial-machine-learning
A curated list of practical financial machine learning (FinML) tools and applications in Python (by @firmai)
ZIYU-DEEP/NewGrad-2021
A collection of New Grad full time roles in SWE, Quant, and PM.
ZIYU-DEEP/Awesome-Anomaly-Detection-with-Machine-Learning
This is a curated list for anomaly detection with machine learning (though mostly deep).
ZIYU-DEEP/Awesome-Information-Theory-and-Deep-Learning
A curated list of resources in information theory and deep learning.
ZIYU-DEEP/cmsc-35300-final-project
The tex file for final project of CMSC 35300 at the University of Chicago.
ZIYU-DEEP/COVID-19
Automated Detection of COVID-19 Cases Using Deep Neural Networks with X-Ray Images
ZIYU-DEEP/covid19-datasets
A list of high quality open datasets for COVID-19 data analysis
ZIYU-DEEP/COVID19_imaging_AI_paper_list
COVID-19 imaging-based AI paper collection
ZIYU-DEEP/craig
Data-efficient Training of Machine Learning Models
ZIYU-DEEP/estimateMI
PyTorch implementation of the estimator proposed in the paper "Estimating Differential Entropy under Gaussian Convolutions"
ZIYU-DEEP/ibsgd
ZIYU-DEEP/ICLR2021-OpenReviewData
Crawl & visualize ICLR papers and reviews.
ZIYU-DEEP/info8004-advanced-machine-learning
Lectures for INFO8004 - Advanced Machine Learning, ULiège
ZIYU-DEEP/info8010-deep-learning
Lectures for INFO8010 - Deep Learning, ULiège
ZIYU-DEEP/learning-adversarially-robust-representations
Code for https://arxiv.org/abs/2002.11798
ZIYU-DEEP/leksaiye.github.io
ZIYU-DEEP/machine-learning-for-trading
Notebooks, resources, and references accompanying the book Machine Learning for Algorithmic Trading
ZIYU-DEEP/Notebook-Snippet
Personal notebook snippet.
ZIYU-DEEP/NSL
Implementation for <Neural Similarity Learning> in NeurIPS'19.
ZIYU-DEEP/qSGD
SGD and Ordered SGD codes for deep learning, SVM, and logistic regression
ZIYU-DEEP/rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
ZIYU-DEEP/rid-covid
Image-based COVID-19 diagnosis. Links to software, data, and other resources.
ZIYU-DEEP/semantic-embeddings
Hierarchy-based Image Embeddings for Semantic Image Retrieval
ZIYU-DEEP/Semi-Supervised-Anomaly-Detection
This repository provides a general framework for semi-supervised anomaly detection using deep learning techniques.
ZIYU-DEEP/sparse_learning
Sparse learning library and sparse momentum resources.
ZIYU-DEEP/spectral-density
Hessian spectral density estimation in TF and Jax
ZIYU-DEEP/synthetic-dataset-git
ZIYU-DEEP/tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
ZIYU-DEEP/tmp
ZIYU-DEEP/Variational-Lstm-Autoencoder
Lstm variational auto-encoder API for time series anomaly detection and features extraction