kormilitzin
Mathematics of sequential data, machine learning for healthcare and clinical NLP
University of OxfordUK
Pinned Repositories
Applied-Machine-Learning-in-Python
awesome-path-signatures
A curated list of resources dedicated to path signature transform
CliNER
Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.
generalised-signature-method
Code for: "A Generalised Signature Method for Time Series"
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
kepler-mapper
KeplerMapper is a Python class for visualization of high-dimensional data and 3-D point cloud data.
med7
medical-data
Prince
:crown: Python factor analysis library (PCA, CA, MCA, FAMD)
the-signature-method-in-machine-learning
Foundations and Applications
kormilitzin's Repositories
kormilitzin/kepler-mapper
KeplerMapper is a Python class for visualization of high-dimensional data and 3-D point cloud data.
kormilitzin/AnomalyDetection
Anomaly Detection with R
kormilitzin/awesome-public-datasets
A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!
kormilitzin/awesome-sentiment-analysis
Repository with all what is necessary for sentiment analysis and related areas
kormilitzin/concrete_NLP_tutorial
An NLP workshop about concrete solutions to real problems
kormilitzin/courses-intro-to-git
Introduction to Git for Data Science by Greg Wilson
kormilitzin/Cryptocurrency-Analysis-Python
Source code repository for the blog post - "Analyzing Cryptocurrency Markets Using Python"
kormilitzin/dl4mt-nonauto
kormilitzin/effective-pandas
Source code for my collection of articles on using pandas.
kormilitzin/fastText
Library for fast text representation and classification.
kormilitzin/knotter
Implementation of Mapper algorithm for Topological Data Analysis
kormilitzin/Machine-Learning-with-Python
Python codes for common Machine Learning Algorithms
kormilitzin/Mastering-TensorFlow
Author's copy of the Mastering TensorFlow Book's Repo
kormilitzin/ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.
kormilitzin/ml4tsa
Supplementary Material for Machine Learning for Time Series Analysis
kormilitzin/MUSE
A library for Multilingual Unsupervised or Supervised word Embeddings
kormilitzin/ner
Named Entity Recognition
kormilitzin/nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
kormilitzin/pandas-datareader
kormilitzin/poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Implementations"
kormilitzin/Practical-Time-Series-Analysis
Practical Time-Series Analysis, published by Packt
kormilitzin/RAKE-tutorial
A python implementation of the Rapid Automatic Keyword Extraction
kormilitzin/relational-gcn
Keras-based implementation of Relational Graph Convolutional Networks
kormilitzin/reveal.js
The HTML Presentation Framework
kormilitzin/RGAN
Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
kormilitzin/seq2seq-keyphrase
kormilitzin/sklearn-evaluation
scikit-learn model evaluation made easy: plots, tables and markdown reports.
kormilitzin/TensorFlow-1x-Deep-Learning-Cookbook
TensorFlow 1.x Deep Learning Cookbook, published by Packt
kormilitzin/Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
kormilitzin/wav2letter
Facebook AI Research Automatic Speech Recognition Toolkit