shaonannan Goto Github PK

2popjagger

alwaysbeworking

ForGit

annotated-transformer

An annotated implementation of the Transformer paper.

arni

Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics

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-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

awesome-video-object-detection

This is a list of awesome articles about object detection from video.

bambi

BAyesian Model-Building Interface (BAMBI) in Python.

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

cgnetwork_mepmoment

SZT Dimensional Reduction of Emergent Spatiotemporal Cortical Dynamics via a Maximum Entropy Moment Closure

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

course-content

Summer course content for Neuromatch Academy

course-content-dl

d.silver_rl_course

Some notes and experience about David Silver's Reinforcement Learning Course

dcase2017_task4_cvssp

code for our 1st prize system to win the DCASE2017 task4 challenge

deep-reinforcement-learning-cs285-pytorch

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

dipde

dm-haiku

JAX-based neural network library

dqn-atari-tensorflow

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

drl-flappybird

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

dts-esn

DTS-ESN: an extended ESN model with diverse timescales (Python)

end-to-end

Presentation on End-to-End Training of Deep Visuomotor Policies

estool

Evolution Strategies Tool

fokker-planck-based-spike-rate-models

Rate model implementations for (adaptive) integrate-and-fire neurons based on the Fokker-Planck equation: (i) numerical (finite volume) solution of the full FP PDE, (ii) low-dim. ODE via spectral decomposition of the FP operator, (iii) low-dim. ODE via a linear-nonlinear cascade semianalytically fit to the FP model.

gaussianapproximation_moment

Combine Gaussian Approximation and Exact Evolution

glean

Group Level Exploratory Analysis of Networks