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baseline_project_m3ddpg

baseline_project_maddpg

belugatrip_tsp

TSP in Matlab

building-data-genome-project-2

Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition

causalinferenceintro

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

coding-for-economists

This repository hosts the code behind the online book, Coding for Economists.

cs281-scribe

data-science-from-scratch

code for Data Science From Scratch book

deeplearning_udacity_pytorch

grammar-checker-hmm

A final project

grokking-the-object-oriented-design-interview

hackerrank_10days_statistics

intro-to-probability-solutions

Solutions to the exercises in Grinstead and Snell's Introduction to Probability

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

leetcode-py

⛽️「算法通关手册」，超详细的「算法与数据结构」基础讲解教程，700+ 道「LeetCode 题目」详细解析。通过「算法理论学习」和「编程实战练习」相结合的方式，从零基础到彻底掌握算法知识。

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

maddpg

mathematics

数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合

monopoly

Board Game

multiagent-particle-envs

openstudio_measures

pythonrobotics

Python sample codes for robotics algorithms.

recommendersystem

stable-diffusion-webui

Stable Diffusion web UI

system-design-primer

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

vae

variational autoencoder