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pycaret / pycaret

Star 5.4k
Open

to_csv is slow and cost lot storage. Should use to_feather(), use arrow ipc format?

2
SheldonXLD
SheldonXLD commented Dec 30, 2021

Is your feature request related to a problem? Please describe.
A clear and concise description of what the problem is.

to_csv is slow and cost lot storage

Describe the solution you'd like
A clear and concise description of what you want to happen, ideally taking into consideration the existing toolbox design, classes and methods.

use to_feather to make it more efficient and sm

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enhancement good first issue

TDAmeritrade / stumpy

Star 2.2k
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RubixML / ML

Sponsor
Star 1.5k

A high-level machine learning and deep learning library for the PHP language.

php data-science machine-learning natural-language-processing algorithm ai deep-learning neural-network analytics clustering cross-validation regression prediction artificial-intelligence classification rubix machine-learning-library feature-vector hidden-layers anomaly-detection classification-trees regression-trees php-ml php-ai php-machine-learning
  • Updated Mar 31, 2022
  • PHP

curiousily / Getting-Things-Done-with-Pytorch

Sponsor
Star 1.5k

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

nlp machine-learning tutorial computer-vision deep-learning time-series sentiment-analysis pytorch transformer lstm yolo face-recognition face-detection object-detection transfer-learning bert anomaly-detection time-series-forecasting coronavirus time-series-anomaly-detection
  • Updated Jun 14, 2021
  • Jupyter Notebook
flow-forecast

AIStream-Peelout / flow-forecast

Star 938
Open

ReadTheDocs compatible docstrings

2
isaacmg
isaacmg commented May 14, 2021

We have a lot of antiquated docstrings that don't render well into ReadTheDocs. A kind of grunge (but incredibly useful) task would be to refactor these docstrings into proper ReadTheDocs format. This would allow us to render them effectively...

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documentation help wanted good first issue
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curiousily / Deep-Learning-For-Hackers

Sponsor
Star 764

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

python machine-learning deep-learning sentiment-analysis tensorflow keras artificial-intelligence neural-networks object-detection jupyter-notebooks autoencoders tensorflow-tutorial bert image-augmentation anomaly-detection time-series-classification time-series-forecasting lstms intent-recognition
  • Updated Apr 23, 2020
  • Jupyter Notebook

shubhomoydas / ad_examples

Star 754

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

streaming timeseries time-series lstm generative-adversarial-network gan rnn autoencoder ensemble-learning trees active-learning concept-drift graph-convolutional-networks interpretability anomaly-detection adversarial-attacks explaination anogan unsuperivsed nettack
  • Updated Feb 10, 2022
  • Python

openvinotoolkit / anomalib

Star 713
Open

Add GANomaly metrics to READMEs

ashwinvaidya17
ashwinvaidya17 commented Feb 2, 2022

PR openvinotoolkit/anomalib#70 does not add GANomaly metrics to the readmes.
It will be more convenient to add it after PR openvinotoolkit/anomalib#17 is merged.

The READMEs should follow a similar structure as DFM and DFKDE

Tasks

  • GANomaly readme
  • Repository readme
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Documentation Enhancement Good First Issue

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