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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-flask

A curated list of awesome Flask resources and plugins

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

boston_housing

Udacity ML course P1 project

caffe

Caffe: a fast open framework for deep learning.

chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

customer_segments

Udacity ML course P4 project

cv-nlp_practice.pytorch

Deep Learning for Natural Language Processing

deep-learning

deep-learning-with-tensorflow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dog-project

Udacity ML course P3 Project

finding_donors

Udacity ML course P2 project

flask

The Python micro framework for building web applications.

git-tips

:trollface:Git的奇技淫巧

gitignore

A collection of useful .gitignore templates

gym

A toolkit for developing and comparing reinforcement learning algorithms.

headlines

june

June is a forum (Deprecated)

keras

Deep Learning for humans

keras_transfer_cifar10

Object classification with CIFAR-10 using transfer learning

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

opencv

Open Source Computer Vision Library

psutil

Cross-platform lib for process and system monitoring in Python

pyecharts

🎨 Python Echarts Plotting Library

qlearning_trading

Learning to trade under the reinforcement learning framework

resnetcam-keras

Keras implementation of a ResNet-CAM model

rl_trading

An environment to high-frequency trading agents under reinforcement learning