geledek

football_analytics

📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

jira-agile-velocity

Connect to Jira REST API to collect completed story points, calculate weekly velocity, and estimate completion date

texthero

Text preprocessing, representation and visualization from zero to hero.

TADW

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

python-pyodata

Enterprise-ready Python OData client

TagUI

Free RPA tool by AI Singapore

signature_extractor

A super lightweight image processing algorithm for detection and extraction of overlapped handwritten signatures on scanned documents using OpenCV and scikit-image.

convo-miner

Mine conversations from novels in Project Gutenberg, to generate data for data-driven dialogue systems.

ai_law

all kinds of baseline models for long text classificaiton( text categorization)

awesome-dash

A curated list of awesome Dash (plotly) resources

FairMachineLearning

Implementation of provably Rawlsian fair ML algorithms for contextual bandits.

deepwalk

weighted deepwalk implementation in c++

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

LM-LSTM-CRF

allennlp

An open-source NLP research library, built on PyTorch.

ner-task

A simple maximum entropy model for named entity recognition.

spacy-lookup

Named Entity Recognition based on dictionaries

snorkel

A system for quickly generating training data with weak supervision

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

castor

PyTorch deep learning models for text processing

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

HRSVM-Research

HRSVM is an implementation of a support vector machine for hierarchical multi-label classification. It is open source.

brat

brat rapid annotation tool (brat) - for all your textual annotation needs

USC-DS-RelationExtraction

Distantly Supervised Relation Extraction

worvecs

Word embeddings modelling tool

GPUDMM

Topic Modeling for Short Texts with Auxiliary Word Embeddings

Demos

A bag of miscellaneous demos!