petitepepper Goto Github PK

ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

anomaly-detection_byond

Unsupervised learning: prediction of anomalies using AutoEncoder, Isolation Forest and models that combine the two.

arturus-kaggle-web-traffic

1st place solution

automated_passenger_bording_kiosk

Project starter files for Udacity's Building Computer Vision Solutions with Azure course.

cd0461-building-computer-vision-solutions-with-azure-exercises

Images, files, resources for the demos and exercises of Udacity's Building Computer Vision Solutions with Azure course.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

cloud-computing_m-info

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

coursera-mlops-specialization

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

cpp

Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

cs224n-2019

My completed implementation solutions for CS224N 2021 & 2019

daily-interview

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

disaster_responce_pipelines

Text multi-label classification tasks based on ETL and NLP pipelines. Also includes back-end model deployment with FLASK and web front-end visualisation with PLOTLY.

faircorp

2021-2022 majeure info, cours web and mobile programming

faircorp-app

faircorp-web

Ecole Mines Saint Etienne.

fantastic-matplotlib

Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/

fun-rec

本推荐算法教程主要是针对具有机器学习基础并想找推荐算法岗位的同学，教程由推荐算法基础、推荐算法入门赛、新闻推荐项目及推荐算法面经组成，形成了一个完整的从基础到实战再到面试的闭环。

house-valuation

Use inadequate data features + geographical features to model and forecast house prices

machine-learning-notes

白板推导系列课程笔记 初版

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

nd073-c2-dental-office-virtual-assistant

Starter Code for Azure AI Engineer Course 2 Dental Office Virtual Assistant

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

palbum_emse_minfo_command_line

Use shell scripts to automatically archive photos based on the date they were taken

recommandation_system_practice

First exprience with recommandation system @udacity !

sjv-web-traffic-forecasting

Kaggle | Web Traffic Forecasting 📈

sparkify_user-churn-alert

User log analysis and churn prediction based on pySpark: including data analysis, feature construction, pipeline and more

stackoverflow-survey_analyse

Analysis and visualisation of the results of the official StackOverflow 2020 questionnaire