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100-days-of-ml-code-chinese-version

Chinese Translation for Machine Learning Infographics

ad-papers

Papers on Computational Advertising

airsim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

auto-driving-tsinghua

Bai Liu's bachelor thesis project, on optimizing control strategies of auto-driving vehicles at crossroads

awesome

:computer: An awesome & curated list of best applications and tools for Windows.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-rl

Reinforcement learning resources curated

bigdata_assignment

Bigdata analysis assignment

bmi160_ahrs

BMI160 firmware source code

ceres-solver

A large scale non-linear optimization library

chrono

C++ library for multibody dynamics simulations

codinginterviews

剑指Offer——名企面试官精讲典型编程题

commnet

Neural network model, suitable for multi-agent learning. https://arxiv.org/abs/1605.07736

coursera

cpython-internals

Dive into CPython internals, trying to illustrate every detail of CPython implementation | CPython 源码阅读笔记, 多图展示底层实现细节

crnn_tensorflow

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

ctr_prediction

CTR prediction using FM FFM and DeepFM

ddpg

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt

deeplearning

Deep Learning (Python, C, C++, Java, Scala, Go)

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn

dlinterview

Deep Learning Interview 深度学习面试题目汇总

dm_control

The DeepMind Control Suite and Control Package

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程