zhiyuan-ning

zhiyuan-ning's Stars

• ant-research/KnowledgeGraphEmbeddingsViaPairedRelationVectors_PairRE

  Language:Python7717

• pengyanhui/LineaRE

  Language:Python234

• facebookresearch/ssl-relation-prediction

  Simple yet SoTA Knowledge Graph Embeddings.

  Language:Python10819

• MathInf/toroidal

  a lightweight transformer library for PyTorch

  Language:Python725

• facebookresearch/dpr-scale

  Scalable training for dense retrieval models.

  Language:Python27328

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python8.8k634

• luyug/GC-DPR

  Train Dense Passage Retriever (DPR) with a single GPU

  Language:Python12820

• facebookresearch/DPR

  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

  Language:Python1.7k306

• datawhalechina/pumpkin-book

  《机器学习》（西瓜书）公式详解

  24.2k4.8k

• zhuzilin/NP_ML

  A tool library of classical machine learning algorithms with only numpy.

  Language:Python22269

• thunlp/OpenPrompt

  An Open-Source Framework for Prompt-Learning.

  Language:Python4.4k458

• ahangchen/torch_base

  Quickly bring up your PyTorch project(a skeleton)

  Language:Python685119

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python57.5k5.9k

• lartpang/PyTorchTricks

  Some tricks of pytorch... :star:

  1.2k130

• luyug/Dense

  A toolkit for building dense retrievers with deep language models.

  Language:Python554

• texttron/tevatron

  Tevatron - A flexible toolkit for neural retrieval research and development.

  Language:Python547101

• jbmouret/matplotlib_for_papers

  Handout for the tutorial "Creating publication-quality figures with matplotlib"

  Language:Jupyter Notebook2.1k304

• luong-komorebi/Begin-Latex-in-minutes

  📜 Brief Intro to LaTeX for beginners that helps you use LaTeX with ease.

  3.3k268

• lucidrains/linear-attention-transformer

  Transformer based on a variant of attention that is linear complexity in respect to sequence length

  Language:Python71468

• nico-zck/zotero-scholar-citations

  Language:JavaScript772

• FreedomIntelligence/Medical_NLP

  Medical NLP Competition, dataset, large models, paper

  2.2k409

• awebson/prompt_semantics

  This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”

  Language:Python847

• louisfb01/start-machine-learning

  A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

  4.5k582

• facebookresearch/XLM

  PyTorch original implementation of Cross-lingual Language Model Pretraining.

  Language:Python2.9k497

• arogozhnikov/einops

  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

  Language:Python8.6k355

• nschloe/dufte

  :chart_with_upwards_trend: Minimalistic Matplotlib style

  Language:Python2165

• harvardnlp/annotated-transformer

  An annotated implementation of the Transformer paper.

  Language:Jupyter Notebook5.8k1.3k

• s-nlp/annotated-transformer

  http://nlp.seas.harvard.edu/2018/04/03/attention.html

  Language:Jupyter Notebook63

• princeton-nlp/LM-BFF

  [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723

  Language:Python722132

• shmsw25/Channel-LM-Prompting

  An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"

  Language:Python13118