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Piotr Wiercinski's Projects

allennlp icon allennlp

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

awesome-dl4nlp icon awesome-dl4nlp

A curated list of awesome Deep Learning for Natural Language Processing resources

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-rnn icon awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

aws-sagemaker-build icon aws-sagemaker-build

Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S3 and GitHub events

bi-att-flow icon bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

cnn-dailymail icon cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

complex icon complex

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-belief-network icon deep-belief-network

A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility

emoji2vec icon emoji2vec

emoji2vec: Learning Emoji Representations from their Description

emoji2vec_pytorch icon emoji2vec_pytorch

PyTorch implementation of "emoji2vec: Learning Emoji Representations from their Description"

fast-transx icon fast-transx

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

keras-js icon keras-js

Run Keras models in the browser, with GPU support using WebGL

linkprediction icon linkprediction

Code for "M. Zhang, Y. Chen, Weisfeiler-Lehman Neural Machine for Link Prediction, KDD 2017"

mckinsey_hackaton icon mckinsey_hackaton

My entry to the McKinsey Analytics hackaton, ranked 10th best solution - top 1% of all submissions

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