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albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

autogluon

AutoGluon: AutoML Toolkit for Deep Learning

awesome-quant

**的Quant相关资源索引

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

chinese-poetry

The most comprehensive database of 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。

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

d2l-en

An interactive deep learning book with code, math, and discussions, based on the NumPy interface.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dl-from-scratch

efficient-decision-tree-notes

高效决策树算法系列笔记

expectedreturns

factoranalytics

fan_qiang

白嫖人士在翻墙/免费翻墙/科学上网/VPN/SS/SSR/v2Ray

fate

An Industrial Level Federated Learning Framework

feature-engineering-handbook

A practical feature engineering handbook

free-vpn

我自己分享的一些免费机场以及免费VPN，白嫖为主

fundamentals_of_machine_learning

《机器学习基础：从入门到求职》一书相关配套和补充资料提供，内容勘误专用。

highfrequency

The highfrequency package contains an extensive toolkit for the use of highfrequency financial data in R. It contains functionality to manage, clean and match highfrequency trades and quotes data. Furthermore, it enables users to: calculate easily various liquidity measures, estimate and forecast volatility, and investigate microstructure noise and intraday periodicity.

https-github.com-yhilpisch-py4fi

intror

lihang-code

《统计学习方法》的代码实现

lime

Lime: Explaining the predictions of any machine learning classifier

linora

Simple and efficient tools for data science.

machine-learning-asset-management

Machine Learning in Asset Management (by @firmai)

machine-learning-for-beginner-by-python3

为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。

machine-learning-from-scratch

常用机器学习的算法简洁实现

machinelearning

Basic Machine Learning and Deep Learning