Wenxuan Li

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BoTorch-based Reimplementation of LA-MCTS

SGLang is a high-performance serving framework for large language models and multimodal models.

The Unified Machine Learning Framework

Claude Code Snapshot for Research. All original source code is the property of Anthropic.

Ongoing research training transformer models at scale

A fast communication-overlapping library for tensor/expert parallelism on GPUs.

[NeurIPS'24 Spotlight] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces inference latency by up to 10x for pre-filling on an A100 while maintaining accuracy.

Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

Repository for MLCommons Chakra schema and tools

CamTune: Automatic DBMS Configuration Tuning System

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Puzzles for learning Triton, play it with minimal environment configuration!

Fast and memory-efficient exact attention

A sparse attention kernel supporting mix sparse patterns

A barebones WebSocket client and server implementation written in 100% Java.

Experiment for implementing pipeline parallelism using PyTorch

All Algorithms implemented in C++

Is This a Joke? Humor Detection in Spanish Tweets

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Abstract of CamTune project.

A customized and efficient database tuning system [VLDB'22]

High dimensional black-box optimizer using Latent Action Monte Carlo Tree Search algorithm

How to Make a Computer Operating System in C++

⭐⭐⭐⭐秒杀系统设计与实现.互联网工程师进阶与分析🙋🐓

Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit

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Pytorch Geometric Tutorials

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

IAML Labs Repository

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:fire: Linux下C++轻量级Web服务器

100+ Chinese Word Vectors 上百种预训练中文词向量

Language Technology Platform

Open Source Neural Machine Translation in PyTorch

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

TensorFlow - A curated list of dedicated resources http://tensorflow.org

Simple tutorials using Google's TensorFlow Framework

Recurrent Neural Network - A curated list of resources dedicated to RNN

一份中文综述文章列表（自然语言处理&机器学习）

:books:Java编程书籍收集分享。Java programming books collection to share.:rocket:

自己动手做聊天机器人教程

CS144 Lab Assignments

CS-LogN计算机面试相关知识思维导图

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）

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Chatbot in 200 lines of code using TensorLayer

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UoE SEPP 2021 Coursework 3 skeleton

A robot powered training repository :robot:

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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Code samples for my book "Neural Networks and Deep Learning"

Windows Calculator: A simple yet powerful calculator that ships with Windows

80x23 terminal tetris!

Exercises for the book Artificial Intelligence: A Modern Approach

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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A curated list of awesome places to learn and/or practice algorithms.

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📚 Learn ML with clean code, simplified math and illustrative visuals.

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

:notebook:Solutions to Introduction to Algorithms

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