numerai / Example Scripts

my note

computational zoom from raw sensor data

a toolkit for working with Oxford nanopore data

Udacity Project - Vehicle Detection

On the "steerability" of generative adversarial networks

构建医疗实体识别的模型，包含词典和语料标注，基于python构建

A toolkit to learn how to model and interpret regulatory sequence data using deep learning.

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

📓 deepleaning and cv notes.

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

Starter files for Pluralsight course: Understanding Machine Learning with Python

Statistical Rethinking (2nd ed.) with NumPyro

The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.

LSTMS for Predictive Maintenance

Deep learning based speech source separation using Pytorch

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)

An example attention network with simple dataset.

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

Pytorch implementation of set transformer

机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。