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kejian's Projects

cs-notes icon cs-notes

:books: Tech Interview Guide 技术面试必备基础知识、Leetcode 题解、Java、C++、Python、后端面试、操作系统、计算机网络、系统设计

deepcluster icon deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

diagrams icon diagrams

:art: Diagram as Code for prototyping cloud system architectures

diff_prune_reparam icon diff_prune_reparam

Drop-in reparameterization of different PyTorch models for Diff Pruning (Guo et al. 2020)

diffpruning icon diffpruning

Parameter Efficient Transfer Learning with Diff Pruning

dl4nlp-courses icon dl4nlp-courses

From July 2021 to January 2022, taking a down-top approach, I am revisiting major DL4NLP-related courses released online as well as some ML basics. Here are my notes and codes.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gnn4nlp-papers icon gnn4nlp-papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

guide icon guide

The Student's Guide to @lintool

imitation icon imitation

Clean PyTorch implementations of imitation and reward learning algorithms

llm-eval-survey icon llm-eval-survey

The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".

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