Taicheng Huang's repositories
basic_reinforcement_learning
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
ciftify
The tools of the Human Connectome Project (HCP) adapted for working with non-HCP datasets
cluster_roi
Python script to perform the spatially constrained parcellation of functional MRI data as described in Craddock et al., Human Brain Mapp., 33 (9) 2012
DeepRL_Algorithms
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
RealWorldSizeAxis
Code and Data for Paper: Real-world size of objects serves as an axis of object space
SemanticRelation
Code for paper: Semantic relatedness emerges in deep convolutional neural networks designed for object recognition
design_pattern
A repository for learning design pattern
dnnbrain
Use DNN to study the brain and use brain measurement to evaluate DNN
Games
Games: Create interesting games by pure python.
hellotc.github.io
Homepage
LearnPython
A repository recorded codes I learned in variable levels
machine_learning_examples
A collection of machine learning examples and tutorials.
MachineLearning
Basic Machine Learning and Deep Learning
NeuropsychologicalAssessmentToolbox
A collective of neuropsychological assessment tasks for the glioma patients
PyClusterAdmin
Tools for simple cluster adminstration
python-matlab-bridge
A simple Python => MATLAB(R) interface and a matlab_magic for ipython
Rest_activation_prediction
Store code from project of rest-activation prediction here
StoryMath_heritability
Heritability analysis between story and math activation
ThinkBayes
Jupyter Notebooks derived from Allen Downey's book Think Bayes.