fkdosilovic

NLP Tutorials and Workshops

• Beyond Paragraphs: NLP for Long Sequences - Overview | Resources | Lecture
• Event-Centric Natural Language Processing - Overview | Resources | Lecture
• Towards Reproducible Machine Learning Research in NLP - Overview | Resources | Lecture
• Zero- and Few-Shot NLP with Pretrained Language Models - Overview | Resources | Lecture

fkdosilovic

class POSTagLemmatizer:
    """Wrapper around NLTK's WordNetLemmatizer that takes into
    account token's POS tag."""

    ABBR_TO_TAG = {
        "n": ["NN", "NNS", "NNP", "NNPS"],
        "v": ["VB", "VBD", "VBG", "VBN", "VBP", "VBZ"],
        "r": ["RB", "RBR", "RBS"],
        "a": ["JJ", "JJR", "JJS"],
    }

fkdosilovic

Go Resources

• Matt Holiday's Go class
• Learn Go with Tests
• Go generics the hard way
• ArdanLabs' Go Training Materials

fkdosilovic

import time

import scipy as sp
import numpy as np


def benchmark(decomp, shapes, *, n_experiments=10):
    def get_fn_name(fn):
        return f"{fn.__module__}.{fn.__name__}"