Qihong Lu's repositories
nnsrm-neurips18
Lu, et al. (2018) Shared Representational Geometry Across Neural Networks. Workshop on Integration of Deep Learning Theories, NeurIPS.
matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
arxiv-style
A Latex style and template for paper preprints (based on NIPS style)
dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
evolution-strategies-starter
Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"
GLMM-in-Python
Generalized linear mixed-effect model in Python
Gridworld-with-Q-Learning-Reinforcement-Learning-
Jupyter notebook containing a solution to Sutton and Barto's gridworld problem with both a random agent and a Q-learning agent.
hypertools
A Python toolbox for gaining geometric insights into high-dimensional data
keras-attention-mechanism
Attention mechanism Implementation for Keras.
keras-nets-demo
Keras examples
NeuralTuringMachine
Tensorflow implementation of a Neural Turing Machine
PhenoGraph
Subpopulation detection in high-dimensional single-cell data
pytorch-a3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
qmvpa
my mvpa package
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
ReScience-submission
ReScience submission repository
srm_group_classif_sim
simulation: group/condition identification with a SRM-based denoising routie