rarezhang's starred repositories
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
nn-zero-to-hero
Neural Networks: Zero to Hero
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
twitter-sentiment-analysis
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
glove-python
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
PrefixTuning
Prefix-Tuning: Optimizing Continuous Prompts for Generation
Sentiment-Analysis-Twitter
:mortar_board:RESEARCH [NLP :thought_balloon:] We use different feature sets and machine learning classifiers to determine the best combination for sentiment analysis of twitter.
coursera-ai-for-medicine-specialization
Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai
coursera-sna
Social Network Analysis. Lecture Materials & Video (march 2013)
deeplearning.ai-pytorch
PyTorch Implementations of Coursera's Deep Learning(deeplearning.ai) Specialization
Robust-Prefix-Tuning
code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification
bert-tweets-analysis
BERT Twitter sentiment analysis API
Comorbidity_Index
Python package for comorbidity index calculation
coursera-sna
Social Network Analysis. Lecture Materials & Video (march 2013)