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SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.
This repository contains demos I made with the Transformers library by HuggingFace.
A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.
"Deep Generative Modeling": Introductory Examples
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Benchmarks of approximate nearest neighbor libraries in Python
Codes of my MOOC Course <Play with Algorithm Interviews>. Updated contents and practices are also included. 我在慕课网上的课程《玩儿转算法面试》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
Graph Convolutional Networks for Text Classification. AAAI 2019
Semi-supervised learning with graph embeddings
The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"
Pytorch implementation of LSTM/BERT-CRF for named entity recognition
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
TensorFlow binaries supporting AVX, FMA, SSE
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning al…
Use NLP to predict stock price movement associated with news
D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency
Source code for an ACL2016 paper of Chinese word segmentation
Tutorial introducing Monte Carlo integration and Markov Chain Monte Carlo
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Solutions for CS224d: Deep Learning for Natural Language Processing