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https://github.com/haloapping/pisangijo

Kumpulan library dan framework untuk analisa data, data science, machine learning, deep learning dan masih banyak lagi berbasis bahasa pemrograman Python 🐍.
https://github.com/haloapping/pisangijo

belajar data-analysis data-science deep-learning forecasting libraries machine-learning perkakas pustaka python3 recommender-system referensi tools

Last synced: 1 day ago
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Kumpulan library dan framework untuk analisa data, data science, machine learning, deep learning dan masih banyak lagi berbasis bahasa pemrograman Python 🐍.

Host: GitHub
URL: https://github.com/haloapping/pisangijo
Owner: haloapping
Created: 2022-04-09T10:00:53.000Z (over 2 years ago)
Default Branch: main
Last Pushed: 2023-09-30T08:14:13.000Z (over 1 year ago)
Last Synced: 2024-01-29T16:06:26.982Z (11 months ago)
Topics: belajar, data-analysis, data-science, deep-learning, forecasting, libraries, machine-learning, perkakas, pustaka, python3, recommender-system, referensi, tools
Homepage:
Size: 47.9 KB
Stars: 1
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        ## 🍜 Disclaimer

Daftar library dan framework yang ditampilkan adalah library dan framework berbasis bahasa pemrograman Python dan PyTorch yang telah digunakan oleh pembuat repositori ini ([haloapping](https://haloapping.github.io/)) untuk mengerjakan beberapa tugas.

## 🍟 Analisa Data

- [Pandas](https://pandas.pydata.org/)

- [Pandas Profiling](https://pandas-profiling.ydata.ai/docs/master/index.html)

## 🥘 Visualisasi

- [Matplotlib](https://matplotlib.org/)

- [Seaborn](https://seaborn.pydata.org/)

- [Plotly](https://plotly.com/python/)

- [Yellowbrick: Machine Learning Visualization](https://www.scikit-yb.org/en/latest/index.html)

- [mlxtend](https://rasbt.github.io/mlxtend/api_subpackages/mlxtend.plotting/)

- [dtreeviz](https://github.com/parrt/dtreeviz)

## 🧀 Matematika, Sains, dan Teknik

- [SciPy](https://docs.scipy.org/doc/scipy/index.html)

## 🍗 Aljabar Linear dan Matriks

- [NumPy](https://numpy.org/)

## 🧂Rekayasa Fitur

- [Category Encoders by sklearn contrib](http://contrib.scikit-learn.org/category_encoders/)

- [Feature Engine](https://feature-engine.trainindata.com/en/latest/index.html)

- [SDV (Synthetic Data Vault)](https://docs.sdv.dev/sdv/)

## 🍰 Machine Learning

- [Scikit-Learn](https://scikit-learn.org/stable/index.html)

- [mlxtend](https://rasbt.github.io/mlxtend/)

## 🍩 Menangani Dataset yang Tidak Seimbang (Imbalanced Dataset)

- [Imbalanced-Learn](https://imbalanced-learn.org/stable/)

## 🌮 Deep Learning

- [PyTorch](https://pytorch.org/)

- [PyTorch Lightning](https://pytorch-lightning.readthedocs.io/en/latest/)

- [Einops](https://einops.rocks/)

- [timm (PyTorch Image Models)](https://huggingface.co/docs/timm/index)

- [ViT (Vision Transformer) by lucidrains](https://github.com/lucidrains/vit-pytorch)

## 🍔 Metrik Evaluasi Deep Learning

- [TorchMetrics](https://torchmetrics.readthedocs.io/en/latest/)

## 🧁 Pemrosesan dan Analisa Audio (Audio Processing and Analysis)

- [Librosa](https://librosa.org/)

## 🥞 Pemrosesan dan Analisa Gambar (Image Processing and Analysis)

- [Scikit-Image](https://scikit-image.org/)

## 🍤 Peramalan (Forecasting)

- [Scikit-Time](http://www.sktime.net/en/latest/)

## 🍨 Simbol dan Persamaan Matematika

- [SymPy](https://www.sympy.org/en/index.html)

## 🍳 Pemrosesan Bahasa Alami (Natural Languange Processing)

- [Gensim](https://radimrehurek.com/gensim/index.html)

- [NLTK (Natural Language Toolkit)](https://www.nltk.org/)

## 🍞 Sistem Rekomendasi (Recommendation System)

- [Implicit](https://benfred.github.io/implicit/index.html)

- [LightFM](https://making.lyst.com/lightfm/docs/index.html)

- [Microsoft Recommenders](https://microsoft-recommenders.readthedocs.io/en/latest/)

- [Surpr!se](https://surprise.readthedocs.io/en/stable/index.html)

## 🍛 Aplikasi Web

- [Streamlit](https://streamlit.io/)

## 🍱 Web Scrapping

- [Tweepy - Twitter](https://docs.tweepy.org/en/stable/index.html)

## 🥯 Showcase (Pamer Karya)

- [Spaces](https://huggingface.co/spaces)

## ☕ Pengunduh dan Pengelolah Pustaka

- [pip](https://pip.pypa.io/en/stable/)

- [conda](https://docs.conda.io/projects/conda/en/latest/)

Semoga bermanfaat yah 😄

Dibuat dengan penuh 💚 oleh [haloapping](https://haloapping.github.io/)

Jangan lupa kasih ⭐ di pojok kanan atas yah, supaya tidak error 😄