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archsummit

ArchSummit全球架构师峰会

awesome-interaction-aware-trajectory-prediction

A selection of state-of-the-art research materials on trajectory prediction

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

coin-or-optimizationsuite

A harness for building the bundled suite of interoperable optimization tools available in the COIN-OR repository.

cs231n.github.io

Public facing notes page

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

depy

DePy 2015 Talk

didi

滴滴算法大赛的比赛代码

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

ds30_4

Brian Farris' Talk on Reinforcement Learning and Multi-Armed Bandits for the Data Incubator

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

gans-awesome-applications

Curated list of awesome GAN applications and demo

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

golang-grokking-the-coding-interview

Golang version for "Grokking the Coding Interview: Patterns for Coding Questions"

interview_python

关于Python的面试题

jump.jl

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频（欢迎参与）

kaggle-american-express-default-prediction-1st-solution

kaggle-avazu

2nd place solution for Avazu click-through rate prediction competition

kaggle-avazu-1

kaggle-crowdflower

Kaggle 'Search Results Relevance' 2nd place solution

kaggle-playground

Preparing for serious Kaggle competitions!

kaggle-web-traffic

1st place solution

keras-gan

Keras implementations of Generative Adversarial Networks.

leetcode

machine_learning

natural-language-processing

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast