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tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

100-nlp-papers

100 Must-Read NLP Papers

transformer

Transformer: PyTorch Implementation of "Attention Is All You Need"

DeepCTR

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

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

Leetcode_company_frequency

Collection of leetcode company tag problems. Periodically updating.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

HowToCook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

LeetCode

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

ml-system-design-pattern

System design patterns for machine learning

grokking-the-object-oriented-design-interview

ddia

《Designing Data-Intensive Application》DDIA中文翻译

DS-Take-Home

My solution to the book A Collection of Data Science Take-Home Challenges

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

AI-ML-Newsletter

AI Digest: Monthly updates on AI and ML topics

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

nlp_course

YSDA course in Natural Language Processing

babyai

BabyAI platform. A testbed for training agents to understand and execute language commands.

musiclyrics

https://www.kaylinpavlik.com/50-years-of-pop-music/

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorch-faster-rcnn

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

PRML

PRML algorithms implemented in Python

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

leetcode

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

WMPoetry

The source codes of Working Memory model for Chinese poetry generation (IJCAI 2018).

lyricsHAN

Music Genre Classification by Lyrics using a Hierarchical Attention Network