alexucb

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

PortoSafeDriverPrediction

Kaggle-Porto Seguro’s Safe Driver Prediction：Predict if a driver will file an insurance claim next year.

AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

elasticsearch-py

Official Python low-level client for Elasticsearch.

MobileNetV3-Pytorch

Implementing Searching for MobileNetV3 paper using Pytorch

Table-Detection-using-Deep-learning

Tensorflow, Luminoth Based Table Detection and Extraction

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

DeepLearning-Cousera

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

faiss

A library for efficient similarity search and clustering of dense vectors.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

homeproject

playground

image_search_similarity

face-detection, pornographic images detection

Kaggle_Text-Normalization-Challenge_English

LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

Machine-Deep-Learning

OpenNRE

An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow

pyaddress

pyaddress is an address parsing library, taking the guesswork out of using addresses in your applications. We use it as part of our apartment search and apartment spider applications.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytesseract

A Python wrapper for Google Tesseract

sagemaker-pytorch-container

Docker container for running PyTorch scripts to train and host PyTorch models on SageMaker

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, Multi-Modal, and Conversational AI

Table-Detection-using-Deep-Learning-FasterRCNN

Table Detection using Deep Learning FasterRCNN

Tabulo

Table Detection and Extraction Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow and Sonnet.)

tesseract

Tesseract Open Source OCR Engine (main repository)

Text-Data-NLP

triplet_loss

Image similarity using Triplet Loss

useful_scripts

util scripts