Jacob A Rose's starred repositories

hexo

A fast, simple & powerful blog framework, powered by Node.js.

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reactjs-interview-questions

List of top 500 ReactJS Interview Questions & Answers....Coding exercise questions are coming soon!!

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

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open-resume

OpenResume is a powerful open-source resume builder and resume parser. https://open-resume.com/

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embla-carousel

A lightweight carousel library with fluid motion and great swipe precision.

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data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

learn-graphql

Real world GraphQL tutorials for frontend developers with deadlines!

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weave

Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.

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AutoProfiler

Automatically profile dataframes in the Jupyter sidebar

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jsoncv

A toolkit for building your CV with JSON and creating stylish HTML/PDF files.

studio

Joyful visual programming for Python

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topojson

Encode spatial data as topology in Python! 🌍 https://mattijn.github.io/topojson

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Plant-Disease-Detection

Plant Disease Detection is one of the mind-boggling issues when we talk about using Technology in Agriculture. Although researches have been done to detect whether a plant is healthy or diseased using Deep Learning and with the help of Neural Network, new techniques are still being discovered. For Fewer Data Classical Machine Learning Models are said to outstand given the data is pre-processed well. On the same theory here is my approach for Detecting whether a plant leaf is healthy or unhealthy by utilizing the classical Machine Learning Models, Pre-processing the Image Data. The data was fed to 7 Machine Learning Models with 10 fold cross-validation out of which Random Forest Classifier outperformed all the other models giving an accuracy of 97% on the test set.

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revolver

few-shot segmentation

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MCTformer

Code for CVPR 2022 paper "Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation"

VocalForge

Your one-stop solution for voice dataset creation

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YOCO

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

ml-testing

🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects

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deduplipy

Python package for deduplication/entity resolution using active learning

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tokenwiser

Bag of, not words, but tricks!

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ml-symphony

Symphony: Interactive Data Widgets (CHI 2022)

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noise-phenomena

:notebook: Ecology Letters review paper: Noise-driven phenomena in population biology

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plenoptic

Visualize/test models for visual representation by synthesizing images.

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Agglomerator

Official code for "Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks" (CVPR2022)

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MixupE

Codes for "MixupE: Understanding and Improving Mixup from Directional Derivative Perspective" UAI 2023 Oral

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Sorghum_Semantic_Segmentation

sorghum semantic segmentation project related python and R scripts

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spotcheck

SpotCheck is an open-source framework to evaluate blindspot discovery methods.

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FaceSpaceCleaner

Electron Application for deleting old Facebook activity

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