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sofq's Projects

awful-ai icon awful-ai

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

axa_telematics icon axa_telematics

Contains the 2nd prize winning solution in AXA's "Driver Telematics Driver Analysis" competition

bert icon bert

TensorFlow code and pre-trained models for BERT

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepgbm icon deepgbm

Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.

dl-4-tsc icon dl-4-tsc

Deep Learning for Time Series Classification

ecg_ptbxl_benchmarking icon ecg_ptbxl_benchmarking

Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

googlescraper icon googlescraper

A Python module to scrape several search engines (like Google, Yandex, Bing, Duckduckgo, ...). Including asynchronous networking support.

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt2 icon gpt2

An implementation of training for GPT2, supports TPUs

graph-convnet-tsp icon graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (arXiv Pre-print)

har-stacked-residual-bidir-lstms icon har-stacked-residual-bidir-lstms

Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.

hsp_cnn icon hsp_cnn

A CNN model for hit song prediction (HSP).

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