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Name: hardSnail
Type: User
Name: hardSnail
Type: User
AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)
Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
AlphaZero implemented Chinese chess. AlphaGo Zero / AlphaZero实践项目,实现**象棋。
挑战杯项目源码
Chess reinforcement learning by AlphaGo Zero methods.
2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics
deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
3D bin packing is a classical and challenging combinatorial optimization problem in logistics and production systems. An effective bin packing algorithm means the reduction of total packing cost and increase in utilization of resources. Because the cost of packing materials, which is mainly determined by their surface area, occupies the most part of packing cost, and in many real business scenarios there is no bin with fixed size, so AI Department of Cainiao proposed a new type of 3D bin packing problem. The objective of this new type of 3D bin packing problem is to pack all items into a bin with minimized surface area. And a DRL method based on the sequence-to-sequence model is proposed to solve the problem. This is the research paper link: https://arxiv.org/abs/1708.05930. Source code of this method can be found in the project.
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
PAC/Dnsmasq/Wingy file Generator, working with gfwlist, support custom rules.
Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"
Training computational graph on top of structured data (string, graph, etc)
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
Distributed training framework for TensorFlow, Keras, and PyTorch.
A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信,三十行即可自定义个人号机器人。
Deep Learning for humans
Template for data generator in Keras
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
Minimalistic Go MCTS Engine
PyTorch deep learning projects made easy.
Geometric Deep Learning Extension Library for PyTorch
pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)
:star: Linux / Windows / macOS 跨平台 V2Ray 客户端 | 支持 VMess / VLESS / SSR / Trojan / Trojan-Go / NaiveProxy / HTTP / HTTPS / SOCKS5 | 使用 C++ / Qt 开发 | 可拓展插件式设计 :star:
Reversi reinforcement learning by AlphaGo Zero methods.
A3C LSTM Atari with Pytorch plus A3G design
Basic implementation of Monte Carlo tree search (UCT) in Python
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.