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awesome-algorithm

LeetCode, HackRank, 剑指offer, classic algorithm implementation

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cs231n

homework for CS231n 2017

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-book-chapter-summaries

Attempting to make the Deep Learning Book easier to understand.

deeplearningtutorials

Deep Learning与PyTorch入门实战视频教程

drone-detection

Bounding box detection of drones (small scale quadcopters) with CNTK Fast R-CNN

edsr-tensorflow

Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution

fastai

The fastai deep learning library, plus lessons and tutorials

faster-rcnn_tf

Faster-RCNN in Tensorflow

grokking-deep-learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

handson-ml

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

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.

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

lihang-code

《统计学习方法》的代码实现

machine-learning-in-action-python3

Data&code for Machine-Learning-in-Action by Python3 | 《机器学习实战》数据与Python3源码:cat2:

models

Models and examples built with TensorFlow

neural-enhance

Super Resolution for images using deep learning.

nmt

TensorFlow Neural Machine Translation Tutorial

opticspy

python optics module

os-syllabi

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

prml

PRML algorithms implemented in Python

pumpkin-book

西瓜书公式推导解析，在线阅读地址：https://datawhale18.github.io/pumpkin-book

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

ta-lib-in-chinese

中文版TA-Lib库使用教程

tensorboard

TensorFlow's Visualization Toolkit

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-talk-debugging

💬 Slides and supplementary codes for my talk 'Debugging Tips on TensorFlow' (2016)