Matthew's starred repositories

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookLicense:MITStargazers:22338Issues:0Issues:0

Vision_Transformer_Keras

Keras Implementation of Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

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gitleaks

Protect and discover secrets using Gitleaks 🔑

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concordance

Program Harmony remote controls from Linux, Windows, or Mac!

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react-tv

[ Unmaintained due to raphamorim/react-ape ] React Renderer for low memory applications

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Music-Transcription-with-Semantic-Segmentation

Automatic music transcription using semantic segmentation model. Reached state-of-the-art score on MAPS and MusicNet.

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PPLM

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

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ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

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tensorman

Utility for easy management of Tensorflow containers

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gs-quant

Python toolkit for quantitative finance

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FAI-PEP

Facebook AI Performance Evaluation Platform

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watchman

Watches files and records, or triggers actions, when they change.

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Familia

A Toolkit for Industrial Topic Modeling

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bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

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QRec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

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openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

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fast-transformers

Pytorch library for fast transformer implementations

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MetaRec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

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FinRL

FinRL: Financial Reinforcement Learning. 🔥

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neural_collaborative_filtering

Neural Collaborative Filtering

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workshops

A few exercises for use at events.

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linear-attention-transformer

Transformer based on a variant of attention that is linear complexity in respect to sequence length

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trax

Trax — Deep Learning with Clear Code and Speed

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Python

All Algorithms implemented in Python

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pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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ranking

Learning to Rank in TensorFlow

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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cli

GitHub’s official command line tool

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spaczz

Fuzzy matching and more functionality for spaCy.

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abae-pytorch

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

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