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sofq's Projects

librosa_gallery icon librosa_gallery

A collection of example notebooks demonstrating librosa functionality

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo). Classifying the type of movement amongst six activity categories - Guillaume Chevalier

mlstm-fcn icon mlstm-fcn

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

nbdev icon nbdev

Create delightful python projects using Jupyter Notebooks

openwebtext icon openwebtext

Open clone of OpenAI's unreleased WebText dataset scraper. This version uses pushshift.io files instead of the API for speed.

parlai icon parlai

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

physionet icon physionet

A convolutional neural network to detect atrial fibrillation from a single-lead ECG

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pyts icon pyts

A Python package for time series transformation and classification

pyvi icon pyvi

Python Vietnamese Core NLP Toolkit

react-wordcloud icon react-wordcloud

☁️ Simple React + D3 wordcloud component with powerful features.

smote_variants icon smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

sonnet icon sonnet

TensorFlow-based neural network library

spleeter icon spleeter

Deezer source separation library including pretrained models.

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