Dashka Rodionova roddar92

Graduated student of CS-Center, St. Petersburg. Graduated student of SPBU (applied informatics in arts and humanity). I am fond of AI, ML and NLP.

tokestermw / birnnlm_pytorch.py

Last active May 30, 2020 08:29

Simple example of Bidirectional RNN Language Model in PyTorch. (blog post: https://medium.com/@plusepsilon/the-bidirectional-language-model-1f3961d1fb27)

	import torch, torch.nn as nn
	from torch.autograd import Variable

	text = ['BOS', 'How', 'are', 'you', 'EOS']
	seq_len = len(text)
	batch_size = 1
	embedding_size = 1
	hidden_size = 1
	output_size = 1

codehacken / hclustering.py

Created July 27, 2017 20:01

Agglomerative clustering using Scikit-Learn (with a custom distance metric)

	"""
	Hierarchial Clustering.
	The goal of gist is to show to use scikit-learn to perform agglomerative clustering when:
	1. There is a need for a custom distance metric (like levenshtein distance)
	2. Use the distance in sklearn's API.

	Adapted from: sklearn's FAQ.
	http://scikit-learn.org/stable/faq.html
	"""

alexeygrigorev / RuleBasedPosTagger.java

Created July 14, 2015 10:17

Simple rule-based POS tagger for Russian (StanfordNLP & java)

	package mlp.rus;

	import java.util.Arrays;
	import java.util.Comparator;
	import java.util.List;
	import java.util.Map;
	import java.util.Map.Entry;

	import com.google.common.collect.ImmutableMap;
	import com.google.common.collect.Lists;