Jianyu Zhang's repositories
WSDN_18_KKBOX_music_recommend
6th solution for KKBOX music recommendation in Kaggle. The code corresponding to paper "" in WSDM'18
afedrl
that is the code corresponding to papper "Automatic Feature Engineering by Deep Reinforcement Learning" in AAAI'19
DataScienceCourse
This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.
Deep_reinforcement_learning_Course
Notebooks from our series of blogpost about Deep Reinforcement Learning
featuretools
automated feature engineering
Gradient_Starvation
Gradient Starvation: A Learning Proclivity in Neural Networks
hindsight-experience-replay
Hindsight Experience Replay - Bit flipping experiment in Tensorflow
Keras-GAN
Keras implementations of Generative Adversarial Networks.
llama.cpp
Port of Facebook's LLaMA model in C/C++
maml
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
maml_rl
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
MemoryMosaics
Memory Mosaics are networks of associative memories working in concert to achieve a prediction task.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
SSI_dataset
A dataset for slient speech interface
TencentAds_18
DNN solution for Tencent advertisement challenge http://algo.qq.com/home/information/info.html