peter9697 Goto Github PK

-rl-code

https://hrl.boyuai.com/

book2_beauty-of-data-visualization

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习；开始上传PDF草稿、Jupyter笔记。文件还会经过至少两轮修改，改动会很大，大家注意下载最新版本。请多提意见，谢谢

cocofl-master

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dreamplace

Deep learning toolkit-enabled VLSI placement

drlib

DRLib：A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.

eagle

Measuring and predicting on-device metrics (latency, power, etc.) of machine learning models

faster-llm-survey

framework_tutorial

group-sparse-dnn-for-amc

A Two-fold Group Lasso based Lightweight Deep Neural Network for Automatic Modulation Classification

ilswiss

ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (template) in PyTorch.

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

llm-planner

Code for LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models

nn_prune

Weight/Unit pruning in Tensorflow

obsidian_vault_template_for_researcher

This is an vault template for researchers using obsidian.

offchain-routing-traces-and-code

traces and simulation/testbed code for offchain routing

ohook

An universal Office "activation" hook with main focus of enabling full functionality of subscription editions

orthoreg

policy-distillation-baselines

Pytorch Implementation of Policy Distillation for control, which has well-trained teachers via stable_baselines3.

pomdp-ac-cartpole

solving POMDP by LSTM in gym.cartpole environment, in pytorch

pt.darts_learn

pythonrobotics

Python sample codes for robotics algorithms.

pytorch-drl4vrp

Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl-relax

ReLAx - Reinforcement Learning Applications Library

savit

semantic-communication-for-mnist

synaptic-flow

Prune-Linear

torch-template-for-deep-learning

Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.

unitychantoonshaderver2_project

UnityChanToonShaderVer2 Project / v.2.0.8 Release