braincai Goto Github PK

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

braincai.github.io

broadcast-token-naming-system

Broadcast Token Naming System (BTNS) specs, docs, and tools

cvx_short_course

Materials for a short course on convex optimization.

cvxpy

A Python-embedded modeling language for convex optimization problems.

darts

A python library for easy manipulation and forecasting of time series.

deep-time-series-prediction

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

ds-algorithm

1、个人学习记录，主要是刷题记录。2代码分为多个版本，版本间的区别是优化或者另一种解法。3、最先使用的是java，后续更新可能会用到C/C++

elo

Elo Merchant Category Recommendation 21th solution

elo-merchant-category-recommendation

This was a machine learning competition hosted by Kaggle.

huxpro.github.io

My Blog / Jekyll Themes / PWA

ie-survey

北京航空航天大学大数据高精尖中心自然语言处理研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。

ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subject are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

interview-questions

Interview Questions for Google, Amazon, Apple, etc. 根据超过 2000 篇真实面经整理的腾讯，阿里，字节跳动，Shopee，美团，滴滴高频面试题

javasrc

java源码的分离，研读

kaggle-exercise

kaggle 上的练习

kaggle-past-solutions

A searchable compilation of Kaggle past solutions

kddcup2018-of-fresh-air

#30 at KDD CUP 2018 https://biendata.com/competition/kdd_2018/

leetcode

参考@CyC2018的leetcode题解。Java工程师LeetCode刷题必备。主要根据LeetCode的tag进行模块划分，每部分都选取了比较经典的题目，题目以medium和easy为主，少量hard题目。

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

m5-forecasting-accuracy

102nd place (silver medal).

ml-algorithm_imp

机器学习若干算法的Python实现

ml_books

宗旨：构建全球最大的ML相关的学习书籍平台（吹个大牛）

ner

命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新

numpy-100

100 numpy exercises (100% complete)

opt-shortcourse

Short Course on Optimization for Machine Learning - Slides and Practical Lab - Pre-doc Summer School on Learning Systems, July 3 to 7, 2017, Zürich, Switzerland

pandas_exercises

Practice your pandas skills!

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)