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Top 1642 data-science open source projects

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python

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Book list

Python, Machine Learning, Deep Learning and Data Science Books

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Scikit Plot

An intuitive library to add plotting functionality to scikit-learn objects.

✭ 2,162

python machine-learning data-science visualization scikit-learn plotting plot

Web Database Analytics

Web scrapping and related analytics using Python tools

✭ 175

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Kd lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

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Datasets For Good

List of datasets to apply stats/machine learning/technology to the world of social good.

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Dstack

An open-source tool to rapidly develop data applications with Python

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Deep Spying

Spying using Smartwatch and Deep Learning

✭ 172

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Anndata

Annotated data.

✭ 171

python machine-learning data-science bioinformatics

100 Days Of Ml Code

A day to day plan for this challenge. Covers both theoritical and practical aspects

✭ 172

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Data Science Resources

👨🏽‍🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋

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Jaxnet

Concise deep learning for JAX

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python deep-learning machine-learning data-science neural-networks

Covid19 Severity Prediction

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

✭ 170

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Data Science Toolkit

Collection of stats, modeling, and data science tools in Python and R.

✭ 169

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Matplotplusplus

Matplot++: A C++ Graphics Library for Data Visualization 📊🗾

✭ 2,433

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Airbyte

Airbyte is an open-source EL(T) platform that helps you replicate your data in your warehouses, lakes and databases.

Auptimizer

An automatic ML model optimization tool.

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Aulas

Aulas da Escola de Inteligência Artificial de São Paulo

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Fedmsg

Federated Messaging with ZeroMQ

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python data-science zeromq message-bus

Handout

Turn Python scripts into handouts with Markdown and figures

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Boostaroota

A fast xgboost feature selection algorithm

✭ 165

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Fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

✭ 165

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Competition Baseline

数据科学竞赛知识、代码、思路

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Jupyter Notebook python deep-learning data-science kaggle data-competition

Learnpythonforresearch

This repository provides everything you need to get started with Python for (social science) research.

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Sweetie Data

This repo contains logstash of various honeypots

✭ 163

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Awesome Ai

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

✭ 161

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Bookstore

📚 Notebook storage and publishing workflows for the masses

✭ 162

python data-science storage notebook scheduling

Presentations

Slide show presentations regarding data driven investing.

✭ 162

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Lazynlp

Library to scrape and clean web pages to create massive datasets.

✭ 1,985

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Datascience Pizza

🍕 Repositório para juntar informações sobre materiais de estudo em análise de dados e áreas afins, empresas que trabalham com dados e dicionário de conceitos

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Danmf

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

✭ 161

python deep-learning machine-learning data-science clustering unsupervised-learning word2vec autoencoder sklearn

Pzad

Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)

✭ 160

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Primehub

A toil-free multi-tenancy machine learning platform in your Kubernetes cluster

✭ 160

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Open Solution Data Science Bowl 2018

Open solution to the Data Science Bowl 2018

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Ghactions

GitHub actions for R and accompanying R package

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r data-science github devops rstats setup

Scalable Data Science Platform

Content for architecting a data science platform for products using Luigi, Spark & Flask.

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jupyter-notebook machine-learning data-science rest-api spark

Sign Language Interpreter Using Deep Learning

A sign language interpreter using live video feed from the camera.

✭ 157

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Visualizingtwitchcommunities

Graphing communities on Twitch.tv in a visually intuitive way

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python data-science visualization community twitch

Fastbook

The fastai book, published as Jupyter Notebooks

✭ 13,998

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Stanford Cs 229 Machine Learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

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Awesome Pytorch List

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

✭ 12,475

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Geni

A Clojure dataframe library that runs on Spark

✭ 152

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Pygm

🐍 Python library implementing sorted containers with state-of-the-art query performance and compressed memory usage

✭ 156

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Zigzag

Python library for identifying the peaks and valleys of a time series.

✭ 156

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Programming With Data

🐍 Learn Python and Pandas from the ground up

✭ 156

python jupyter-notebook data-science pandas workshop

Batchflow

BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

✭ 156

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Dash Oil And Gas Demo

Dash Demo App - New York Oil and Gas

✭ 156

python data-science data-visualization dash plotly energy

Py Quantmod

Powerful financial charting library based on R's Quantmod | http://py-quantmod.readthedocs.io/en/latest/

✭ 155

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Metaprob

An embedded language for probabilistic programming and meta-programming.

✭ 155

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Rbbjson

Flexible JSON traversal for rapid prototyping.

✭ 155

swift json data-science prototyping

Pyfts

An open source library for Fuzzy Time Series in Python

✭ 154

python data-science time-series forecasting series time-series-analysis interval

Open Solution Toxic Comments

Open solution to the Toxic Comment Classification Challenge

✭ 154

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Color recognition

🎨 Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.

✭ 154

python machine-learning computer-vision data-science image-processing classification numpy feature-extraction

Data Science Stack Cookiecutter

🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)

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Datasciencevm

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

✭ 153