Haozhu Wang's repositories

Awesome-Transformers-for-Sequential-Decision-Making

Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.

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oml-ppo

Deep Reinforcement Learning for Optical Design

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tandem_neural_network

PyTorch implementation of tandem neural networks.

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CodingInterview

This repo contains my plan for Google/Facebook internship coding interview preparation. It also contains the implementations of essential data structures and algorithms frequently asked in interviews.

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RL_literature

Awesome reinforcement learning papers.

machine_learning_books

machine learning; learning resources; pdfs

NEUTRON

Neural Particle Swarm Optimization for Optical Design

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5cents

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

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Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

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awesome-meta-learning

classical and recent meta-learning papers

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coding-interview-university

A complete computer science study plan to become a software engineer.

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file_processing

Some scripts for processing files.

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FOCAL-ICLR

Code for FOCAL Paper Published at ICLR 2021

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Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

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hugo-academic

📝 The website builder for Hugo. Build and deploy a beautiful website in minutes!

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instructor-embedding

One Embedder, Any Task: Instruction-Finetuned Text Embeddings

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LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

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Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

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onn

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

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pybullet-gym

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

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rlkit-pybullet

Collection of reinforcement learning algorithms

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