gpengzhi Goto Github PK

100-days-of-ml-code

100 Days of ML Coding

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

bi-simcut

Code for NAACL 2022 main conference paper "Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation"

bittigerlab

沁原的硅谷创新课

boosting_tree_benchmarks

comet

A Neural Framework for MT Evaluation

coms4995-s19

COMS W4995 Applied Machine Learning - Spring 19

crossconst-llm

Code for arXiv paper "Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models"

crossconst-mt

Code for Findings of ACL 2023 paper "Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization"

crossconst-sr

Code for EMNLP 2023 industry track paper "Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization"

cs-notes

:books: 技术面试必备基础知识

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

deep-learning-book

《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville

dlaicourse

Notebooks for learning deep learning

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dynet

DyNet: The Dynamic Neural Network Toolkit

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairseq

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

forte

Forte is a flexible and powerful NLP pipeline FOR TExt.

gazecapture

Eye Tracking for Everyone

glove

GloVe model for distributed word representation

gpengzhi.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

lectures

Oxford Deep NLP 2017 course

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

llama-recipes

Examples and recipes for Llama 2 model

lowresource-nlp-bootcamp-2020

The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020

machine-learning-systems-design

A booklet on machine learning systems design with exercises

models

Models built with TensorFlow

mrasp

mt-reading-list

A machine translation reading list maintained by Tsinghua Natural Language Processing Group