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60_days_rl_challenge

Learn Deep Reinforcement Learning in depth in 60 days

age_risk_estimation_book

ais-impute

Accelerated Inexact Soft-Impute for Fast Large-Scale Matrix Completion, matlab code

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

cdcs

Chinese Data Competitions' Solutions

deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

deeptte

foreknow

Forecasting Credit Default Risk with Graph Attention Networks

genii

gnn-ppi

gpd_lite_toolbox

Mini toolbox using geopandas/GeoDataFrame and providing some convenience functions

hdm-gnn

keras-tuner

Hyperparameter tuning for humans

lenet-in-tensorflow

Implementation of the LeNet-5 deep neural network model in Tensorflow. https://www.youtube.com/watch?v=ixkpBmKRZDw

mopso-wsn

Routing in Wireless Sensor Network using Multiobjective Particle Swarm Optimization

nyc-taxi-analysis

Analyzing 200 GB of NYC taxi dataset.

openlearning4deeprecsys

Some deep learning based recsys for open learning.

p2p_investment_rnn

Predict investment preference with RNN

pareto.py

Nondominated sorting for multi-objective problems

place_pulse_img_dowloader

platypus

A Free and Open Source Python Library for Multiobjective Optimization

rainfall_prediction_cikm17

Rainfall prediction competition for CIKM 17

rmdl

RMDL: Random Multimodel Deep Learning for Classification

rscar

ridesourcing car identification

tempo

traffic-signs-classification

A deep neural network to classify traffic signs, using TensorFlow.

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

tsnad

Detecting somatic mutations and predicting tumor-specific neo-antigens

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.