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Mark Neumann's Projects

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

flowseq icon flowseq

Generative Flow based Sequence-to-Sequence Toolkit written in Python.

ibp icon ibp

Take 3 on inference for Indian Buffet Processes

ir_group_project icon ir_group_project

Code for the UCL Information Retrieval and Data Mining Group Assignment on Models of Memory for Time Series Analysis. Mark N, Zheng T, Alexander C.

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

neuralcoref icon neuralcoref

โœจFast Coreference Resolution in spaCy with Neural Networks

nmslib icon nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

patent-qa icon patent-qa

QA over MatSci patents with GPT-5, with a focus on synthesis. Part of the LLM March Madness Hackathon.

pnp icon pnp

Probabilistic Neural Programming

probabilistic_unet icon probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

pysbd icon pysbd

๐Ÿ๐Ÿ’ฏpySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence boundary detection that works out-of-the-box.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-openai-transformer-lm icon pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

scispacy icon scispacy

This repository contains custom pipes and models related to using spaCy for scientific documents.

spacy icon spacy

๐Ÿ’ซ Industrial-strength Natural Language Processing (NLP) with Python and Cython

spacy-vis icon spacy-vis

A visualisation tool for Spacy using Hierplane.

sqlite-utils icon sqlite-utils

Python CLI utility and library for manipulating SQLite databases

sru icon sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

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