kormilitzin

med7

the-signature-method-in-machine-learning

Foundations and Applications

awesome-path-signatures

A curated list of resources dedicated to path signature transform

generalised-signature-method

Code for: "A Generalised Signature Method for Time Series"

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Neuron-Image-Classification

spacy-pytorch-transformers

🛸 spaCy pipelines for pre-trained BERT and other transformers

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

causal-text-papers

Curated research at the intersection of causal inference and natural language processing.

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels

covid-phenotyping

Computable phenotypeing for Covid-19

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

duckling

Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.

dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

Entity-Recognition-In-Resumes-SpaCy

Automatic Summarization of Resumes with NER -> Evaluate resumes at a glance through Named Entity Recognition

mapper-tda

Mapper implementation (Topological Data Analysis) in Python

negspacy

spaCy pipeline object for negating concepts in text

scikit-llm

Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.

scikit-survival

Survival analysis built on top of scikit-learn

seaborn-data

Data repository for seaborn examples

self-instruct

Aligning pretrained language models with instruction data generated by themselves.

sktime

A unified framework for machine learning with time series

spaCy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

starter-academic

styleguide

Style guides for Google-originated open-source projects

texar-pytorch

Toolkit for Machine Learning and Text Generation, in PyTorch

torchdrug

A powerful and flexible machine learning platform for drug discovery

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

workshop-dh2023

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding