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/med7
kormilitzin/the-signature-method-in-machine-learning
Foundations and Applications
kormilitzin/awesome-path-signatures
A curated list of resources dedicated to path signature transform
kormilitzin/generalised-signature-method
Code for: "A Generalised Signature Method for Time Series"
kormilitzin/label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
kormilitzin/Neuron-Image-Classification
kormilitzin/spacy-pytorch-transformers
🛸 spaCy pipelines for pre-trained BERT and other transformers
kormilitzin/awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
kormilitzin/causal-text-papers
Curated research at the intersection of causal inference and natural language processing.
kormilitzin/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels
kormilitzin/covid-phenotyping
Computable phenotypeing for Covid-19
kormilitzin/dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
kormilitzin/duckling
Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.
kormilitzin/dynamic
EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.
kormilitzin/Entity-Recognition-In-Resumes-SpaCy
Automatic Summarization of Resumes with NER -> Evaluate resumes at a glance through Named Entity Recognition
kormilitzin/mapper-tda
Mapper implementation (Topological Data Analysis) in Python
kormilitzin/negspacy
spaCy pipeline object for negating concepts in text
kormilitzin/scikit-llm
Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.
kormilitzin/scikit-survival
Survival analysis built on top of scikit-learn
kormilitzin/seaborn-data
Data repository for seaborn examples
kormilitzin/self-instruct
Aligning pretrained language models with instruction data generated by themselves.
kormilitzin/sktime
A unified framework for machine learning with time series
kormilitzin/spaCy
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
kormilitzin/starter-academic
kormilitzin/styleguide
Style guides for Google-originated open-source projects
kormilitzin/texar-pytorch
Toolkit for Machine Learning and Text Generation, in PyTorch
kormilitzin/torchdrug
A powerful and flexible machine learning platform for drug discovery
kormilitzin/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
kormilitzin/workshop-dh2023
kormilitzin/xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding