Ellest's repositories

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

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Calculate-L1-Sensitivity-For-Threshold-Query

Udacity & Facebook Private AI Challenge Scholarship

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Clean-Code-in-Python-Second-Edition

Clean Code in Python, Second Edition, published by [Packt]

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Data-Visualization-with-Python

Final project for Data Visualization with Python (IBM)

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dateutil

Useful extensions to the standard Python datetime features

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EfficientNet

Converting EfficientNet to Pytorch for use with fastai

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feature_engine

Feature engineering package with sklearn like functionality

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Find_donors

Supervised ML Project for the Udacity DSND

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first-contributions

🚀✨ Help beginners to contribute to open source projects

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Getting-Things-Done-with-Pytorch

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.

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IBM_Project

IBM Data Science Professional Certificate

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Image_classifier_pythorch

image_classifier_deep_learning

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ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

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master-reference

A master reference for the running of Founders and Coders

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Numbers-Sound

# Numbers-and-sounds-two-sides-of-the-same-coin Mathematics and sounds are very well interconnected. This tutorial is about creating sounds using mathematical functions and Python. There is no limit to everyone imagination, expecially using OS Python libraried and Mathematics. In this work Scipy, Matplotlib, iPython and PyAudio libraries were used.

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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picknmix

A simple tool to help building stacking models.

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Team39_Project

My contribution to Team39 project for DA Udacity Competition

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visualising-sounds

Python and short-time Fourier transform was used to visualise sounds and music

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widsdatathon_2019_PyThorch

My repo for wisdatathon_2019

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