Pinned Repositories
camel
🐫 CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. 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.
Reasoning-in-Reasoning
RL-Reading-Group
Reading papers, bit by bit.
ZIYU-DEEP's Repositories
ZIYU-DEEP/deep-trading-agent
Deep Reinforcement Learning based Trading Agent for Bitcoin
ZIYU-DEEP/Elastic-Weight-Consolidation
This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.
ZIYU-DEEP/exp-anomaly-detector
The design of a time series anomaly detector through RNN and RL.
ZIYU-DEEP/Generating_Music
Trained on Bach, used LSTMs to generate new music. (Detailed writeup: "Final Writeup - Generating Music using an LSTM Network.pdf")
ZIYU-DEEP/gym-music
An implementation of music theory reinforcement learning rewards based on Magent's RL Tuner
ZIYU-DEEP/if-estimators
Estimators for Information Theoretic Functionals using Influence Functions
ZIYU-DEEP/KL-divergence-estimators
Testing methods for estimating KL-divergence from samples.
ZIYU-DEEP/Python-Machine-Learning-Algorithm
ZIYU-DEEP/universal-divergence
A Python module for estimating divergence of two sets of samples.
ZIYU-DEEP/VRbound
code release for the NIPS 2016 paper