weilongzheng Goto Github PK

academic-kickstart

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adversarialnetspapers

The classical papers and codes about generative adversarial nets

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

archibrain

Synthesize bio-plausible neural networks for cognitive tasks, mimicking brain architecture

arxausality

A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-computational-neuroscience

A list of schools and researchers in computational neuroscience

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

benchmarking_dl_mimiciii

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

braindecode

A deep learning toolbox to decode raw time-domain EEG.

braindecode-1

Deep learning software to decode EEG or MEG signals

caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

cam

Class Activation Mapping

causal-inference-tutorial

Repository with code and slides for a tutorial on causal inference.

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

cnnvisualizer

Visualizer for Deep Neural Networks

comaprognosticanusingeeg

context-dependent-gating

Algorithm to alleviate catastrophic forgetting in neural networks by gating hidden units

convolutional-lstm-in-tensorflow

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

course-content

Summer course content for Neuromatch Academy

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

dbmt

Dynamic Bayesian Multitaper Estimation MATLAB Codes

deep-neural-networks-healthcare

Tangible and Practical Deep Learning Projects Repository for Healthcare such as Cancer, Drug Discovery, Genomic and More