hairy-crab

AISystem

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

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.

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

CVPR2021-Papers-with-Code

CVPR 2021 论文和开源项目合集

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

GPflow

Gaussian processes in TensorFlow

gym

A toolkit for developing and comparing reinforcement learning algorithms.

Job

keras

Deep Learning for humans

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.

LLMs_interview_notes

该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

machine-learning-2

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

machine_learning_examples

A collection of machine learning examples and tutorials.

MachineLearning

Machine Learning in Action（机器学习实战）

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

NLP-Conferences-Code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

paper-reading

深度学习经典、新论文逐段精读

Practical_RL

A course in reinforcement learning in the wild

pytorchOCR

基于pytorch的ocr算法库，包括 psenet, pan, dbnet, sast , crnn

reinforce

reinforcement learning

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

scikit-learn

scikit-learn: machine learning in Python

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

tensorlayer

TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

tiny-dnn

header only, dependency-free deep learning framework in C++14

turicreate

Turi Create simplifies the development of custom machine learning models.

xgboost-doc-zh

XGBoost 中文文档