mlds-wildcat's repositories
Domain-Adaptation-Amazon-Reviews-papers
Resources of domain adaptation papers on sentiment analysis that have used Amazon reviews
COVID-19-tracking-sites-collection
The collection of projects or sites that are tracking Coronavirus (COVID-19) data of U.S.A or the whole World.
AlgorithmsByPython
算法/数据结构/Python/剑指offer/机器学习/leetcode
Comparision-word-embedding-for-crisis-tweets
Comparison of Word Embeddings and Sentence Encodings as Generalized Representations for Crisis Tweet Classification Tasks
CS229_Notes
All of the lecture notes from CS229: Machine Learning
cs41-python
Exercises and assignments for a beginner Python course
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
SIF
sentence embedding by Smooth Inverse Frequency weighting scheme
deepLearningBook-Notes
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
Distilling-the-Knowledge-in-a-Neural-Network
Demonstration of transfer of knowledge and generalization with distillation
knowledge_distillation
Reproduce experiments in this paper: Hinton et. al. "Distilling the Knowledge in a Neural Network". NIPS2014
METS-CoV
METS-CoV: a dataset containing Medical Entities and Targeted Sentiments on CoVid-19-related tweets
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
OpenPrompt
An Open-Source Framework for Prompt-Learning.
PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
San-Francisco-Kindergarten-Lottery
KQED News analyzed how those parental choices impacted school assignment and enrollment, using anonymized data provided by the San Francisco Unified School District.
SentAugment
SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in combination with self-training and knowledge-distillation, or for retrieving paraphrases.
Social-media-crisis-data-collection
Collection of datasets of social media datasets
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
weka-1
weka mirror with git — http://www.cs.waikato.ac.nz/ml/weka/