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NLP and ML notes

Handy dandy notes

NLP and ML notes - Part 2

Handy dandy notes

NLP and ML notes - Part 2

Handy dandy notes

Tensorboard

A picture is worth thousand words

Multilayer Perceptron

This is what happens when we club up multiple of something.

Finding K in K-Means

The misterious $k$

Visulaizing LDA results

You would have to see this for youself

Latent Dirichlet Allocation (Topic Modelling) - BaseLine

A baseline for further expriments

LSTM with 8 Classes

Training a Long Short Term Memory Network on subset of classes

Curating the Dataset again!

Creating the dataset again after quantitative analysis

Quantitative Analysis of Dataset

Looking at the numbers...closly

(UPDATED)Sequence Classification using Recurrent Neural Networks

Training Recurrent Neural Networks on the english EU summaries data

Removing Data Discrepancies

Dealing with data discrepancies

Data Discrepancies

Even after cleaning the data there were a lot of discrepancies that were to be delt with

English EurLex dataset creation

Creating Dataset out of English Corpus

German Text Preprocessing

Preprocessing and cleaning of German text corpus.

Converting HTML to Text

Converting the large EU summaries html corpus into human readable text files.

Word Embedding and It's visualization

Visualization of word embedding and how to use pretrained word embeddings

English Corpus Preprocessing

Steps involved in the processing and cleaning the English corpus of EU summaries