Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬

DEPRECATED: Use tvb-root. The science behind The Virtual Brain

Codes for paper: A.M. Ni, C. Huang, B. Doiron and M.R. Cohen (2022) A general decoding strategy explains the relationship between behavior and correlated variability. eLife. (in press)

Codes for manuscript:  C. Huang, A. Pouget and B. Doiron (2020) Internally generated population activity in cortical networks hinders information transmission. bioRxiv. 

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

一个可以自己进行训练的中文聊天机器人， 根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。目前包含seq2seq、seqGAN版本、tf2.0版本、pytorch版本。

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

transformer xl在中文文本生成上的尝试（效果意外的好，可写小说、古诗）（transformer xl for text generation of chinese）

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

Codes for the paper: Huang C, Ruff DA, Pyle R, Rosenbaum R, Cohen MR and Doiron B (2019) “Circuit models of low dimensional shared variability in cortical networks”, Neuron 101, 337-348, doi: https…

It is a matlab implementation of Izhikevich's large scale model of mammalian thalamocortical system.

Neural Collaborative Filtering

A Neuronal Network Model for Pitch Selectivity and Representation

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

tensorflow实战练习，包括强化学习、推荐系统、nlp等

PyTorch implementations of Generative Adversarial Networks.

Geometric Deep Learning Extension Library for PyTorch

Official PyTorch code for Curve-GCN (CVPR 2019)

Implementation of Graph Auto-Encoders in TensorFlow

The classical paper list with code about generative adversarial nets

Coding the Machine Learning Tutorial for Learning to Learn

Fast Fourier Transform-accelerated Interpolation-based t-SNE (FIt-SNE)

Beta version of 1D t-SNE heatmaps to visualize expression patterns of hundreds of genes simultaneously in scRNA-seq

A deep learning framework for predicting lncRNA–disease associations

A simple Java graphical user interface for Girino, a Fast Arduino Oscilloscope.