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661 search results found

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

a delightful machine learning tool that allows you to train, test, and use models without writing code

Texthero ⭐ 2,773

Text preprocessing, representation and visualization from zero to hero.

Jionlp ⭐ 2,441

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Tacotron 2 ⭐ 2,167

DeepMind's Tacotron-2 Tensorflow implementation

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Torchio ⭐ 1,833

Medical imaging toolkit for deep learning

Mlbox ⭐ 1,403

MLBox is a powerful Automated Machine Learning python library.

Hyperopt Sklearn ⭐ 1,387

Hyper-parameter optimization for sklearn

Contextualized Topic Models ⭐ 1,045

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

Keras Preprocessing ⭐ 1,011

Utilities for working with image data, text data, and sequence data.

Nnaudio ⭐ 882

Audio processing by using pytorch 1D convolution network

Automated Time Series Forecasting

Pyhealth ⭐ 729

A Deep Learning Python Toolkit for Healthcare Applications.

Apdrawinggan ⭐ 684

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

Rank_bm25 ⭐ 613

A Collection of BM25 Algorithms in Python

ML-Ensemble – high performance ensemble learning

Torcharrow ⭐ 599

High performance model preprocessing library on PyTorch

Dataloaders_dali ⭐ 569

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

Deep Trading Agent ⭐ 514

Deep Reinforcement Learning based Trading Agent for Bitcoin

https://opencatalystproject.org/

Cam2bev ⭐ 442

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

Glue Baselines ⭐ 390

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

Phase-Functioned Neural Networks for Character Control

Contextualspellcheck ⭐ 362

✔️Contextual word checker for better suggestions

Video Preprocessing ⭐ 347

Nonechucks ⭐ 315

Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!

Webcam Pix2pix Tensorflow ⭐ 310

Source code and pretrained model for webcam pix2pix

Hypergbm ⭐ 286

A full pipeline AutoML tool for tabular data

Lipreading_using_temporal_convolutional_networks ⭐ 275

ICASSP'22 Training Strategies for Improved Lip-Reading; ICASSP'21 Towards Practical Lipreading with Distilled and Efficient Models; ICASSP'20 Lipreading using Temporal Convolutional Networks

Tweet2vec ⭐ 261

Twitter hashtag prediction

🎯 Personal data science and machine learning toolbox

Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku, and Zenkaku

Painters ⭐ 251

🎨 Winning solution for the Painter by Numbers competition on Kaggle

Deepspeaker Pytorch ⭐ 248

Speaker embedding(verification and recognition) using Pytorch

Panotti ⭐ 248

A multi-channel neural network audio classifier using Keras

Pythonflow ⭐ 244

🐍 Dataflow programming for python.

Preprocessor ⭐ 235

Elegant and Easy Tweet Preprocessing in Python

Theano_alexnet ⭐ 231

Theano-based Alexnet

Dilated Cnn Ner ⭐ 214

Dilated CNNs for NER in TensorFlow

Character Based Cnn ⭐ 209

Implementation of character based convolutional neural network

Mtcnn Pytorch ⭐ 205

A face detection algorithm

Headliner ⭐ 197

🏖 Easy training and deployment of seq2seq models.

Tmtoolkit ⭐ 191

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

Observations ⭐ 182

Tools for loading standard data sets in machine learning

Utilities for preprocessing text for deep learning with Keras

Dl4mt Cdec ⭐ 172

A C99 preprocessor written in pure Python

Dbt Ml Preprocessing ⭐ 162

A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros.

Vqa Winner Cvprw 2017 ⭐ 160

Pytorch implementation of winner from VQA Chllange Workshop in CVPR'17

Apdrawinggan2 ⭐ 159

Code for Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs (TPAMI)

Tensorflow Recorder ⭐ 158

TFRecorder makes it easy to create TensorFlow records (TFRecords) from Pandas DataFrames and CSVs files containing images or structured data.

Coqa Baselines ⭐ 156

The baselines used in the CoQA paper

Natural Language Summary Generation From Structured Data ⭐ 155

Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language text

Livox_detection ⭐ 154

Livox open source detection algorithm

Fast Aginggan ⭐ 153

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

Cross-Modal Unsupervised Domain Adaptationfor 3D Semantic Segmentation

Text Preprocessing Techniques ⭐ 137

16 Text Preprocessing Techniques in Python for Twitter Sentiment Analysis.

Font_recognition Deepfont ⭐ 136

Its a implementation of DeepFont : Identify Your Font from An Image using Keras

Wide_resnets_keras ⭐ 136

Keras implementation + pretrained weights for "Wide Residual Networks"

Python library for Natural Language Preprocessing (NLPre)

Ai_in_medicine_clinical_imaging_classification ⭐ 131

This is the code for "AI in Medicine " By Siraj Raval on Youtube

Bottom Up Summary ⭐ 129

Autoreject ⭐ 128

Automated rejection and repair of bad trials/sensors in M/EEG

Question Answering ⭐ 128

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

Neural Fonts ⭐ 126

GAN을 활용한 한글 폰트 제작 프로젝트

Chariot ⭐ 121

Deliver the ready-to-train data to your NLP model.

Structured ⭐ 117

code for Learning Structured Text Representations

Vis Mvsnet ⭐ 117

Visibility-aware Multi-view Stereo Network

Enet Keras ⭐ 112

A keras implementation of ENet (abandoned for the foreseeable future)

Nltools ⭐ 109

Python toolbox for analyzing imaging data

Treebankpreprocessing ⭐ 106

Python scripts preprocessing Penn Treebank and Chinese Treebank

Smriprep ⭐ 103

Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)

Deslantimg ⭐ 101

The deslanting algorithm sets text upright in images. Python, C++ and OpenCL implementations provided.

Impy is a Python3 library with features that help you in your computer vision tasks.

Lda2vec Tensorflow ⭐ 98

Tensorflow 1.5 implementation of Chris Moody's Lda2vec, adapted from @meereeum

A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

Pytorch Graphsage ⭐ 97

Representation learning on large graphs using stochastic graph convolutions.

Pypreprocess ⭐ 95

Preprocessing scripts for neuro imaging

Ace2005 Preprocessing ⭐ 90

ACE 2005 corpus preprocessing for Event Extraction task

Voicesmith ⭐ 87

[WIP] VoiceSmith makes training text to speech models easy.

Segan Pytorch ⭐ 83

SEGAN pytorch implementation https://arxiv.org/abs/1703.09452

Patch Forensics ⭐ 79

Investigating patches for fake image classification

A Python library for automating TOUGH2 simulations of subsurface fluid and heat flow

Deepsequenceclassification ⭐ 78

Deep neural network based model for sequence to sequence classification

Python Wsi Preprocessing ⭐ 76

Python Whole Slide Image Preprocessing

Plasma Python ⭐ 75

PPPL deep learning disruption prediction package

Alignment Scripts ⭐ 73

Scripts to preprocess training and test data and to run fast_align and giza

Image Captioning ⭐ 69

Deep_residual_unet ⭐ 69

Keras implementation of Road Extraction by Deep Residual U-Net article

Multi Imbalance ⭐ 68

Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/mu

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

A collection of scripts and tools for loading, processing, and handling single cell data.

A benchmark for code-switched NLP, ACL 2020

Ner_with_dependency ⭐ 63

Copycat Abstractive Opinion Summarizer ⭐ 62

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

Slik_python_package ⭐ 60

A data wrangling and modeling tool.

Neattext ⭐ 60

NeatText a simple NLP package for cleaning textual data and text preprocessing

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