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annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

causalml

Uplift modeling and causal inference with machine learning algorithms

chinese-ufldl-tutorial

非监督特征学习与深度学习中文教程，该版本翻译自新版 UFLDL Tutorial 。

classifier-calibration

Reliability diagrams, Platt's scaling, isotonic regression

colossalai

Making large AI models cheaper, faster and more accessible

concept

cookiecutter

A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dict_build

自动构建中文词库：http://www.matrix67.com/blog/archives/5044

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

evolution-strategies-starter

Starter code for Evolution Strategies

faiss

A library for efficient similarity search and clustering of dense vectors.

fasttext

Library for fast text representation and classification.

gpt4-pdf-chatbot-langchain

GPT4 & LangChain Chatbot for large PDF docs

hacker-scripts

Based on a true story

hybridlinucb-python

Hybrid Linear UCB bandit learning algorithm L Li(2010) python code

jdd_loan_forecasting

京东借贷需求预测

kcws

Deep Learning Chinese Word Segment

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-chatglm

langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识库的 ChatGLM 问答

leetcode

LeetCode Problems' Solutions

leetcode-1

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcode-master

LeetCode 刷题攻略：配思维导图，将近200道经典算法题目刷题顺序、经典算法模板、共60w字的详细图解，以及难点视频题解。按照刷题攻略上的顺序来刷题，让你在算法学习上不再迷茫！🔥🔥给个star支持一下吧！🚀

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

linden

macaca

1,记录一些数据结构与算法的小程序

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.