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100-days-of-ml-code

100-Days-Of-ML-Code中文版

100-days-of-ml-code-1

100 Days of ML Coding

a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

algo-zh

结构化算法刷题训练指南

algorithm-base

专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！

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~

annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

autonomousdrivingcookbook

Scenarios, tutorials and demos for Autonomous Driving

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

awesome-carla

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-nlp

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

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-pytorch-list-cnversion

Awesome-pytorch-list 翻译工作进行中......

awesome-rl-envs

carla-ppo

This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.

carla-real-traffic-scenarios

carla-rl

Reinforcement Learning codebase for self-driving car in Carla

carla_ilqr_mpc

Implementation of the real-time MPC based on iLQR in Carla simulator

cem-rl

Combining Evolutionary Algorithms and deep RL in various ways

cmake-examples

Useful CMake Examples

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

codinginterviewchinese2

《剑指Offer》第二版源代码

company-tabnine

A company-mode backend for TabNine, the all-language autocompleter: https://tabnine.com/

cpp1x-tutorial

📚《高速上手 C++11/14/17》Source Code

cpprobotics

cpp implementation of robotics algorithms including localization, mapping, SLAM, path planning and control

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.