alexnet

建构AlexNet网络主体，对AlexNet每个batch的耗时进行估算

auto_log

auto run, auto output pdf,auto email

autoencoder

实现一个自编码器

autotoc

为github中的md文档自动创建toc

birnn

用双向循环神经网络来进行mnist的字体识别

blog

Pivotal Engineering Blog

cnn_cifar10

CNN based CIFAR-10

cnn_mnist

crawler_html2pdf

deep_learning_samples

use deep learning method to solve some problems

deepthink

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

face_recognition_cnn

graph_representation_learning

gridworld

GridWorld

hello-world

just hello world

inception-net-v3

搭建42层深度的InceptionNet,估算训练和测试时间

learn_step

学习笔记

leichaocn.github.io

Lilian's Blog

lstm

以Word2Vec和LSTM为基础,实现一个语言模型

machine_learning_based_numpy

define machine learning model with numpy

mlp

实现一个多层感知机

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neural-networks-and-deep-learning-code

this is a branch from Michael Nielsen's repository ,source: https://github.com/leichaocn/neural-networks-and-deep-learning

neural-networks-and-deep-learning-in-chinese

explain codes in chinese from https://github.com/mnielsen/neural-networks-and-deep-learning

normalization_of_neural_network

numpy-ml

Machine learning, in numpy

policynetwork

Policy Gradients

pyspark_for_beginner

pytorch_for_beginner