vicumi

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

lihang-code

《统计学习方法》的代码实现

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

awesome-adb

ADB Usage Complete / ADB 用法大全

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Lihang

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]

thuthesis

LaTeX Thesis Template for Tsinghua University

foobox-cn

DUI 配置 for foobar2000

DRL

Deep Reinforcement Learning

Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

WZU-machine-learning-course

温州大学《机器学习》课程资料（代码、课件等）

FGO-py

自动每周任务新登场! 全自动免配置跨平台开箱即用的Fate/Grand Order助手.启动脚本,上床睡觉,养肝护发,满加成圣诞了解一下?

gbt7714-bibtex-style

GB/T 7714-2015 BibTeX Style

ml-mastery-zh

:book: [译] MachineLearningMastery 博客文章

CommPy

Digital Communication with Python

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

LDPC-codes

Software for Low Density Parity Check codes

awesome-hentai

去除知沟效应，打破"文化"屏障——里·二次元索引。

study-use-latex

LaTeX使用过程笔记、有用网址收集，方便自己与他人查阅

turboae

Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019

neural-min-sum-decoding

Neural min-sum decoding in TensorFlow

ProtographLDPC

Implementation of Protograph LDPC error correction codes

ldpc_decoders

Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-sum and sum-product) and a few other decoders.

ldpc-peg

Implementation of Progressive Edge Growth algorithm in Tanner Graphs for short cycle free LDPC code construction

gr-ldpc

mnist

A single-header MNIST dataset loader for C/C++

communications_neural_net

Implementation of Neural Nets for Communications Channel Decoding using Log Likelihood Ratios

LDPC-codes

Software for Low Density Parity Check codes

learned_BP

Source code for paper "Learned Belief-Propagation Decoding with Simple Scaling and SNR Adaptation"