本项目是对《Neural Networks from Scratch in Python》读后的总结，在本项目中将应用Python（numpy）从0开始实现一个全连接神经网络，提供所有可运行代码，并对每一段代码加入注释（自己的理解）。本项目内容包括：全连接层、激活函数、损失函数、梯度、反向传播、优化器、正则化、dropout、数据集处理、模型验证、参数保存和下载、预测推理。

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This project demonstrates option pricing using Monte Carlo simulations in Python. It focuses on European call options and path-dependent options, simulating thousands of possible future stock price…

Solutions to the books Stochastic Calculus for Finance by Steven E. Shreve

Advanced Financial Market Forecasting: Integrating Monte Carlo Simulations with Ensemble Machine Learning Models

Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

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Monte Carlo simulation of the classical spin ice model.

Pretty fast solvers for Ising spin glasses

Implementation of Quine McCluskey algorithm in Python 3

A python implementation of the Quine McCluskey algorithm.

Simulation and visualization of quantum error correcting codes

To find the generators of the dual lattice of an integral lattice

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

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