Zhensong Ren's starred repositories

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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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

hiring-without-whiteboards

⭐️ Companies that don't have a broken hiring process

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ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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deeplearning-models

A collection of various deep learning architectures, models, and tips

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machine_learning_examples

A collection of machine learning examples and tutorials.

text_classification

all kinds of text classification models and more with deep learning

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awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

pandas-datareader

Extract data from a wide range of Internet sources into a pandas DataFrame.

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build-your-own-mint

Build your own personal finance analytics using Plaid, Google Sheets and CircleCI.

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pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

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pythoncode-tutorials

The Python Code Tutorials

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readme-template

README.md template for your open-source project

Awesome-CS-Books

:books: Awesome CS Books(with Digests)/Series(.pdf by git lfs) Warehouse for Geeks, ProgrammingLanguage, SoftwareEngineering, Web, AI, ServerSideApplication, Infrastructure, FE etc. :dizzy: 优秀计算机科学与技术领域相关的书籍归档,以及我的读书笔记。

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TextInfoExp

自然语言处理实验(sougou数据集),TF-IDF,文本分类、聚类、词向量、情感识别、关系抽取等

BDA_py_demos

Bayesian Data Analysis demos for Python

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awesome-AutoML

Curating a list of AutoML-related research, tools, projects and other resources

bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

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medium_articles

Scripts/Notebooks used for my articles published on Medium

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PrincetonAlgorithms

Python implementations of selected Princeton Java Algorithms and Clients by Robert Sedgewick and Kevin Wayne

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knowledge

Everything I know. My knowledge wiki. My notes (mostly for fast.ai). Document everything. Brain dump.

Indeed-Job-Scraper

A web scraper to extract job postings from www.indeed.com

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Site

Repository for managing the Data Science in Practice website.

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Unsupervised-Deep-Learning

Unsupervised Deep Learning in Python Udemy Course

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cc_fraud_proj

Playing with the IEEE-CIS Vesta fraud detection competition

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eda-with-categorical-variables

Quick examples of exploratory data analysis (EDA) with categorical variables

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AmazonReview-LanguageGenerationDataset

Processed Amazon Review Dataset for Language Generation (Character Level)

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