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zhouminping's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

๐Ÿ“ข Ready to learn!โœ… you will learn 10 skills as data scientist:๐Ÿ“š Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.๐Ÿ”–

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bnlstm icon bnlstm

Batch normalized LSTM for tensorflow

cogcomp-nlp icon cogcomp-nlp

CogComp's Natural Language Processing libraries and Demos:

finetune icon finetune

Scikit-learn style model finetuning for NLP

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

hmtl icon hmtl

๐ŸŒŠHMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

nlp-progress icon 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.

nltk-experiment icon nltk-experiment

The experiment code for NLTK tutorial: https://pythonprogramming.net/tokenizing-words-sentences-nltk-tutorial/

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

sonnet icon sonnet

TensorFlow-based neural network library

spring-boot-tut icon spring-boot-tut

My Spring Boot Tutorial -- Focusing on minimizing the learning curve and get personal thoughts about dev involved all over the tutorial. Spring Bootๆ•™็จ‹๏ผŒไธ€ไธชๆŽบๆ‚็€ไธชไบบๅญฆไน ็ป้ชŒ็š„ไธๆ–ญ็”Ÿ้•ฟ็š„ๆ•™็จ‹ใ€‚

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