Yuxiu Shao's repositories
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
Relating_Local_Conn_Global_Dyns
Relating local connectivity and global dynamics in EI networks
AlwaysBeWorking
ForGit
annotated-transformer
An annotated implementation of the Transformer paper.
awesome-computational-neuroscience
A list of schools and researchers in computational neuroscience
Awesome-Meta-Learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
awesome-video-object-detection
This is a list of awesome articles about object detection from video.
bambi
BAyesian Model-Building Interface (BAMBI) in Python.
CGNetwork_MEPMoment
SZT Dimensional Reduction of Emergent Spatiotemporal Cortical Dynamics via a Maximum Entropy Moment Closure
course-content
Summer course content for Neuromatch Academy
Deep-Reinforcement-Learning-CS285-Pytorch
Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
dm-haiku
JAX-based neural network library
DTS-ESN
DTS-ESN: an extended ESN model with diverse timescales (Python)
estool
Evolution Strategies Tool
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
jraph
A Graph Neural Network Library in Jax
lowrank_inference
Fitting low-rank RNNs to neural trajectories (LINT method).
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
MFEs-E_I-competition-
IF and PEA models, transient dynamics, microscopic sequential E-I spikes, inter-MFEs fluctuation
modular_network
Code for paper 'Multi-regional module-based signal transmission in mouse visual cortex'
prince
:crown: Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
pystan
PyStan, the Python interface to Stan
SadehEtAl2017-InhibitionStabilizedNetworks
Models of Inhibition Stabilized Networks in mammalian neocortex.
WBLEC_toolbox
(version 2018) Toolbox for estimation and interpretation of whole-brain linear effective connectivity