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world4jason's Projects

adabelief-optimizer icon adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

aic2018_iamai icon aic2018_iamai

A multi-camera vehicle detection, tracking and re-identification system

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记,此外,还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的,其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

aml_flow icon aml_flow

一个基于airflow的自学习、批量预估流程demo

amundsen icon amundsen

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

analysis-and-prediction-of-online-shoppers-purchasing-intention-using-various-algorithms-capstone icon analysis-and-prediction-of-online-shoppers-purchasing-intention-using-various-algorithms-capstone

Build a predictive machine learning model that could categorize users as either, revenue generating, and non-revenue generating based on their behavior while navigating a website. In order to predict the purchasing intention of the visitor, aggregated page view data kept track during the visit along with some session is used and user information as input to machine learning algorithms. Oversampling/Undersampling and feature selection techniques are applied to improve the success rates and scalability of the models.

ant-colony-optimization icon ant-colony-optimization

A Python implementation of the Ant Colony Optimization algorithm for generating solutions to such problems as the Traveling Salesman Problem.

api-samples icon api-samples

Code samples for YouTube APIs, including the YouTube Data API, YouTube Analytics API, and YouTube Live Streaming API. The repo contains language-specific directories that contain the samples.

apprtc icon apprtc

The video chat demo app based on WebRTC

apyori icon apyori

A simple implementation of Apriori algorithm by Python.

automl_alex icon automl_alex

State-of-the art Automated Machine Learning python library for Tabular Data

awesome-algorithm-books icon awesome-algorithm-books

📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍(经典算法、ML/DL算法、面试算法、比赛算法等)

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