6.034_artificial_intelligence

6.036_machine_learning

Repo for MIT 6.036 Machine Learning

aboutme

absa-reading-list

Reading list of aspect-based sentiment analysis.

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

bertwithpretrained

基于PyTorch框架实现的BERT模型及其相关下游微调任务（Bert PyTorch Implementation）

cs-188

cs-video-courses

List of Computer Science courses with video lectures.

cs228-pgm

Notes, HW, finished by zxr

cs229

本人的脑图笔记、CS229原始讲义、在学习过程中用到的其他大佬的资料

cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

cs229-python

Exercises and solutions to Stanford CS229 Machine Learning in Python

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

dl-visualization

This is the source code for the animations in the series "Visualizing Deep Learning"

easygen

Modified from "Making Multimodal Generation Easier: When Diffusion Models Meet LLMs"

hitsz-lumao

hitsz-opencs

哈尔滨工业大学（深圳）计算机专业课程攻略 | Guidance for courses in Department of Computer Science, Harbin Institute of Technology (Shenzhen)

hitsz_2022_nlp_project

hitsz_numerical_analysis_code

learn-statistical-learning-method

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

leetcode-solution

lihang-code

《统计学习方法》的代码实现

live2d-widget

把萌萌哒的看板娘抱回家 (ノ≧∇≦)ノ | Live2D widget for web platform

mathematicalmodeling

mcm

American Mathematical Contest in Modeling

mit-6.s081

OS labs

mit_6.034_2015

Here is my solution for labs in 6.034 which is artificial intelligence courese of MIT OCW (Don't copy :) 请勿抄袭，仅做技术交流参考)

mit_6.036_homework_zxr

MIT 2019 Spring 6.036 Introduction to machine learning homework, finnished by zxr.

nlp_course

YSDA course in Natural Language Processing

nlp_learning