ericytung Goto Github PK

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

cgvrptw_model

column generation for vrptw

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持自定义函数插件，支持markdown代码块表格显示，Tex公式双显示，新增Python/C++项目剖析/自译解功能，PDF/LaTex论文翻译/总结功能，兼容ChatGLM等本地模型

cs-notes

:books: Computer Science Learning Notes

dqn

Agent warriors, assemble!

drl

Deep Reinforcement Learning

hands-on-rl

https://hrl.boyuai.com/

ijoc_sddp_for_multi-echelon_lot-sizing_with_component_substitution

intro-julia-jupyter

A 1 hour class in the form of a notebook, as an introduction to using Julia and IJulia

msppy

multrin

Organize apps windows in tabs like in abandoned Windows Sets and more

obsidian-excalidraw-plugin

A plugin to edit and view Excalidraw drawings in Obsidian

openstreetmap

Interface to OpenStreetMap (load maps, extract road connectivity, plot road network & find shortest path)

optimizationmodels

Optimization models using various solvers

osmnx

OSMnx: Python for street networks. Retrieve, model, analyze, and visualize street networks and other spatial data from OpenStreetMap.

osmnx-examples

Examples demonstrating the usage of OSMnx

paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

parl

A high-performance distributed training framework for Reinforcement Learning

python-cheatsheet

Comprehensive Python Cheatsheet

pytorch-tutorial

PyTorch深度学习快速入门教程（绝对通俗易懂！）

routingnetworks.jl

From OSM map to routing graph in julia

sddpy

Python for Stochastic Dual Dynamic Programming Algorithm

taxidatatools

To extract relevant taxi data for NYC Yellow Cabs databases in Julia

taxisimulation

model simulation

taxisimulation-1

taxisimulation.jl

uber-tlc-foil-response

Uber trip data from a freedom of information request to NYC's Taxi & Limousine Commission

urban-data-science

Course materials, Jupyter notebooks, tutorials, guides, and demos for a Python-based urban data science course.

ustc-cs-courses-resource

:heart:**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)

wordxtex

A Latex addin for word