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data-preprocessing

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zzw922cn / Automatic_Speech_Recognition

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End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

audio deep-learning tensorflow paper end-to-end evaluation cnn lstm speech-recognition rnn automatic-speech-recognition feature-vector data-preprocessing phonemes timit-dataset layer-normalization rnn-encoder-decoder chinese-speech-recognition

Updated Feb 24, 2020
Python

machinelearnjs / machinelearnjs

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Open

Refactor all dataSync with arraySync

2

JasonShin commented Apr 8, 2019

I'm submitting a ...
[/] enhancement
Summary
As a result of upgrading the Tensorflow version to 0.15.1, we should refactor all the dataSycn with arraySync. This will greatly improve the overall readability of the code.

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good first issue

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Remove stopword module usage

2

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feature/elastic_net

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msamogh / nonechucks

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Open

Write tests

msamogh commented Mar 18, 2019

Write unit test coverage for SafeDataset and SafeDataLoader, along with the functions in utils.py.

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good first issue

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Route next batch through step_to_index_fn in _SafeDataLoaderIter

100-Days-Of-ML-Code

harunurrashid97 / 100-Days-Of-ML-Code

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Open

License.md

harunurrashid97 commented Aug 8, 2018

Today i add a license for this repository.

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good first issue

HasnainRaz / SemSegPipeline

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A simpler way of reading and augmenting image segmentation data into TensorFlow

python deep-learning pipeline tensorflow labels data-preprocessing masks semantic-segmentation data-augmentation image-augmentation augmentation image-preprocessing input-pipeline data-augmentations

Updated Jun 15, 2020
Python

TensorMSA / tensormsa

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Deep learning GUI frame work for enterprise

docker machine-learning deep-learning docker-compose tensorflow gpu microservices-architecture data-preprocessing

Updated Mar 8, 2018
Python

dansuh17 / segan-pytorch

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

audio pytorch data-preprocessing mir source-separation speech-enhancement segan segan-pytorch

Updated Mar 11, 2019
Python

thepanacealab / SMMT

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Social Media Mining Toolkit (SMMT) main repository

tweets annotation twitter-api data-acquisition spacy data-preprocessing gathering data-annotation

Updated May 19, 2020
Python

danielhanchen / sciblox

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sciblox - Easier Data Science and Machine Learning

python data-science machine-learning data-mining sklearn data-visualization imputation data-analysis data-preprocessing boosting

Updated Jul 28, 2017
HTML

nursnaaz / 25DaysInMachineLearning

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I will update this repository to learn Machine learning with python with statistics content and materials

python data-science machine-learning statistics random-forest numpy linear-regression machine-learning-algorithms python3 logistic-regression machinelearning modelling data-preprocessing practise decision-tree descriptive-statistics bias covariance bagging machinelearning-python

Updated Dec 30, 2019
Jupyter Notebook

soumyadip007 / Data-Science-Using-Python-University-Course-Module

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“Data science” is just about as broad of a term as they come. It may be easiest to describe what it is by listing its more concrete components: Data exploration & analysis. Included here: Pandas; NumPy; SciPy; a helping hand from Python's Standard Library.

python data-science numpy jupyter-notebook data-visualization plotting data-preprocessing panda data-processing data-preparation knn

Updated Apr 15, 2020
Jupyter Notebook

ammsa / DTCleaner

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DTCleaner: data cleaning using multi-target decision trees.

data-science data-mining data-wrangling data-preprocessing data-cleaning data-quality

Updated Jun 21, 2016
Java

HypoX64 / candock

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A time series signal analysis and classification framework

deep-learning eeg classification data-preprocessing data-augmentation series-signal-analysis

Updated Sep 15, 2020
Python

repetere / modelscript

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Data Science and Machine learning in JavaScript

javascript data-science machine-learning data-mining data-preprocessing

Updated Dec 2, 2019
JavaScript

maet3608 / nuts-ml

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Flow-based data pre-processing for deep learning

data-science deep-learning deep-learning-library data-preprocessing deep-learning-framework

Updated Sep 11, 2020
Python

KwokHing / YandexCatBoost-Python-Demo

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Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dataset obtained from Kaggle. Data exploration, cleaning, preprocessing and model tuning are performed on the dataset

visualization python seaborn feature-selection data-preprocessing python27 gradient-boosting-classifier gradient-boosting pearson-correlation one-hot-encode catboost variance-analysis yandex-catboost

Updated Dec 5, 2019
Jupyter Notebook

ELToulemonde / dataPreparation

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Data preparation for data science projects.

data-science r variable-selection speed data-preprocessing data-preparation date-conversion variable-elimination

Updated Jul 10, 2020
R

abrazinskas / machine-learning-data-pipeline

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Pipeline module for parallel real-time data processing for machine learning models development and production purposes.

python data-science machine-learning natural-language-processing deep-learning algorithms parallel data-preprocessing data-processing computing data-preparation data-pipeline

Updated Nov 13, 2019

suraj-maniyar / Stock-Trading-Using-Machine-Learning

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A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.

reinforcement-learning neural-network pca-analysis data-preprocessing

Updated Jun 25, 2018
Python

ksbg / sparklanes

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A lightweight data processing framework for Apache Spark

data-science spark pipeline etl pyspark data-preprocessing preprocessing data-processing

Updated Mar 30, 2020
Python

mdkearns / automated-data-preprocessing

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A command-line utility program for automating the trivial, frequently occurring data preparation tasks: missing value interpolation, outlier removal, and encoding categorical variables.

python data-science machine-learning automation interpolation pandas data-engineering imputation argparse outlier-detection command-line-tool data-preprocessing data-processing outlier-removal one-hot-encode

Updated Jan 4, 2019
Python

Ashwin-op / Machine-Learning-Series

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Datasets and Codes for the ML Series

python machine-learning machine-learning-algorithms data-preprocessing introduction blog-series

Updated Apr 14, 2020
Python

orbxball / timit-preprocessor

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Extract mfcc vectors and phones from TIMIT dataset

deep-learning phone speech-recognition data-preprocessing mfcc timit-dataset timit

Updated Mar 20, 2018
Shell

Pooja-Bhojwani / linked-eed

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Aim is to come up with a job recommender system, which takes the skills from LinkedIn and jobs from Indeed and throws the best jobs available for you according to your skills.

python text-mining data-mining data-preprocessing jaccard-similarity social-network-backend job-recommendation skill-algorithm

Updated Oct 3, 2017
Python

elbaulp / DPASF

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My MSc on Data Science final project. This is a library for Data Pre-processing Algorithms for Streaming in Flink (DPASF)

scala machine-learning-algorithms feature-selection feature-extraction apache-flink data-preprocessing flink discretization flink-ml

Updated Jul 1, 2019
Scala

priyanshu1210 / lung-cancer-detection

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This is a project based on Data Science Bowl 2017. I did my best to propose a solution for the problem but I am still new to Deep Learning so my solution is not the optimal one but it can definitely be improved with some fine tuning and better resources.

data-science machine-learning deep-learning neural-network tensorflow lung-cancer-detection convolutional-neural-networks data-preprocessing data-science-bowl-2017

Updated Sep 16, 2018
Jupyter Notebook

knead

font-bakers / knead

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A command line tool for preprocessing, manipulating and serializing font files for deep learning applications.

fonts deep-learning command-line-tool data-preprocessing typefaces

Updated Jul 2, 2019
Python

xplore

buabaj / xplore

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A python package built for data scientist/analysts, AI/ML engineers for exploring features of a dataset in minimal number of lines of code for quick analysis before data wrangling and feature extraction.

data-science machine-learning artificial-intelligence data-wrangling data-preprocessing

Updated Aug 24, 2020
Python

sourcecode369 / ml-algorithms-on-scikit-and-keras

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Implementation scripts of Machine Learning algorithms on Scikit-learn and Keras for complete novice..

machine-learning natural-language-processing reinforcement-learning deep-learning clustering numpy scikit-learn keras regression pandas xgboost classification dimensionality-reduction matplotlib t-sne data-preprocessing grid-search association-rule-learning kfold-cross-validation multiarm-bandit

Updated Jul 22, 2018
Jupyter Notebook

rbhatia46 / Data-Preprocessing-Template

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This repository includes all the Data Preprocessing required before using a dataset on a Machine Learning Model. Please refer README on how to use.

python data-science machine-learning data-preprocessing

Updated May 29, 2018
Python

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