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Jupyter notebooks associated with the Algorithms for Optimization textbook
Algorithms & Data Structures in C++
Data Structures and Algorithms in Python
Algorithms & Data Structures in Go
List of awesome university courses for learning Computer Science!
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Constrained Policy Optimization
Dshell is a network forensic analysis framework.
Try few shot COT and ICL. Modified from "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
Implimentation of some Reinforcement Learning algorithms
Torch implementation of neural style algorithm
Notebooks for "Python for Signal Processing" book
Minimal and Clean Reinforcement Learning Examples
These implementatios shows Convergence and performance of policy and value iteration algorithms, how the convergence of these algorithms to the optimal value function depends on the number of iterations used. Furthermore, I have implemented on-policy SARSA and off-policy Q-learning algorithms and showed how the performance of these algorithms depends on the exploration-exploitation tradeoff, and on learning rates. My experiments were evaluted on benchmark reinforcement learning tasks such as a smallworld, gridworld and a cliffworld MDP to analyze the performance of our algorithms.
Soft DQN algorithm
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
some common TD Learning algorithms
Proceedings of Learning for Dynamics and Control
Zero-Shot and Few-Shot COT and ICL
Academic Website of Zhuoran Yang
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.