troymiao Goto Github PK

100-days-of-ml-code

100-Days-Of-ML-Code中文版

aibooks.github.io

AI Books

algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

awesome-pytorch-chinese

PyTorch学习资源汇总

berkeley-stat-157

动手学深度学习

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

brian2cuda

Run Brian 2 code on the GPU using generated CUDA code

brian2genn

Brian 2 frontend to the GeNN simulator

brian2stdpmnist

Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"

carlsim4

SNN

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

dqn-atari-pong

This project explores a deep reinforcement learning technique to train an agent to play atari pong game from OpenAI Gym. OpenAI Gym is a toolkit to develop and compare reinforcement learning algorithms. The learning agent takes raw pixels from the atari emulator and predicts an action that is fed back into the emulator via OpenAI interface. The deep reinforcement learning network used in this project is Deep Q Network (DQN), it took over 10 million episodes to perfectly play and win the game.

effective-python

59个编写高质量Python代码的中文翻译版。

flappybird-ql

free-vpn-for-coursera

:key: :unlock:免费开源的科学上网工具

hananel-hazan-stdp-mnist

Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.

leetcode-go

leetcode（Go语言版本） / LeetCode 题解

leetcode_101

LeetCode （C++版本）

machinelearningex

Coursera上斯坦福大学的机器学习编程作业——Andrew Ng

micro8

黑客

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

osaka

pongreinforcementlearning

(工学演習)Deep DQN Based Reinforcement Learning for simple Pong PyGame

practicalai

A practical approach to learning machine learning.

pytorch-tutorial

PyTorch入门

shadowsocks

shadowsocks.wiki

snn-from-scratch-with-python

Best SNN Introduction textbook

spiketorch

Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/Hananel-Hazan/bindsnet for the successor to this project.

spiking-neural-network

Basic SNN propogating spikes between LIF neurons/Jupyter