English multi-task CNN trained on OntoNotes. Assigns context-specific token vectors, POS tags, dependency parse and named entities.
FairCORELS, a modified version of CORELS to build fair and interpretable models. Welcome to FairCorels, a Python library for learning fair and interpretable models using the Certifiably Optimal RulE ListS (CORELS) algorithm!
PyTorch Extension Library of Optimized Scatter Operations. This PyTorch Module hashes and sums variably-sized dictionaries of features into a single fixed-size embedding. Feature keys are hashed, which is ideal for streaming contexts and online-learning such that we don’t have to memorize a mapping between feature keys and indices. Multiple variable-length features are grouped by example and then summed. Feature embeddings are scaled by their values, enabling linear features rather than just one-hot features.
Custom methodes for various data science, computer vision, and machine learning operations in python
We implemented nadaraya waston kernel density and kernel conditional probability estimator using cuda through cupy. It is much faster than cpu version but it requires GPU with high memory.
Facilitating the design, comparison and sharingof deep text matching models.
Naive Feature Selection. This package solves the Naive Feature Selection problem described in [the paper](https://…/1905.09884 ).
A pencilbox for your Jupyter notebooks.
Audio processing-feature extraction and building machine learning models from audio data.
Keep long running notebook in jupyter scrolled to the bottom
Transfer the style of one image to another using PyTorch
A Thin Wrapper around Tensorflow Object Detection API for Easy Installation and Use. This is a thin wrapper around [Tensorflow Object Detection API](https://…/object_detection ) for easy installation and use. The original [installation procedure](https://…/installation.md ) contains multiple manual steps that make dependency management difficult. This repository creates a pip package that automate the installation so that you can install the API with a single pip install.
titan Data Flow Engine for Python
trendet – is a Python package for trend detection on stock time series data
Easy development of machine learning models