hairy-crab's repositories
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
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
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
paper-reading
深度学习经典、新论文逐段精读
CVPR2021-Papers-with-Code
CVPR 2021 论文和开源项目合集
pytorchOCR
基于pytorch的ocr算法库，包括 psenet, pan, dbnet, sast , crnn
NLP-Conferences-Code
NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)
reinforce
reinforcement learning
MachineLearning
Machine Learning in Action（机器学习实战）
tiny-dnn
header only, dependency-free deep learning framework in C++14
tensorflow-tutorial
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
GPflow
Gaussian processes in TensorFlow
gym
A toolkit for developing and comparing reinforcement learning algorithms.
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.
angel
A Flexible and Powerful Parameter Server for large-scale machine learning
scikit-learn
scikit-learn: machine learning in Python
tensorlayer
TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.
tensorforce
TensorForce: A TensorFlow library for applied reinforcement learning
xgboost-doc-zh
XGBoost 中文文档
keras
Deep Learning for humans
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.
rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
deepnlp
Deep Learning NLP Pipeline implemented on Tensorflow
basic_reinforcement_learning
An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
turicreate
Turi Create simplifies the development of custom machine learning models.
machine_learning_examples
A collection of machine learning examples and tutorials.
Practical_RL
A course in reinforcement learning in the wild
machine-learning-2
:earth_americas: machine learning algorithms tutorials (mainly in Python3)