Analysis of Textual data from 10K Financial Reports
Methods
Data ETL and Methods of evaluation
Visualizing our work
Document Embedding
Document Embedding
Word embedding using tf-idf matrices
N-grams Embeddings - Cosine Similarity Analysis
Part-of-Speech (POS) Tagging - Cosine Similarity Analysis
Word2vec
Doc2Vec
Two Towers
Universal Sentence Encoder
Document Embedding Results
Topic Modelling
Topic Modelling Introduction
LDA (Latent Dirichlet Allocation)
LSA (Latent Semantic Analysis)
Dynamic Modelling Analysis
Dynamic Modelling Introduction
Dynamic Company Embedding
Dynamic Topic Modelling
Portfolio Analysis
Mean-Variance Analysis - Minimum Variance
Estimates from Sample Covariance
Estimates from Cosine Similarity
Estimates from Factor Model
Porfolio Analysis Results
repository
open issue
Index
