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amazon-ml-study

自己整理了一些ML入门的知识，以及ML项目中的一些经验总结分享

awesome-sentence-embedding

A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

deep_recommenders

Deep Recommenders

deepctr

dssm

Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)

embedded-topic-model

A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM

etm

Topic Modeling in Embedding Spaces

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

multitask-recommendation-library

MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.

practicalguidetorecsys

《互联网大厂推荐算法实战》资料库

searchengine

搜索引擎原理

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

tutorials

PyTorch tutorials.