All Git Users → ahmedbesbes

9 open source projects by ahmedbesbes

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1. Neural Network From Scratch

Ever wondered how to code your Neural Network using NumPy, with no frameworks involved?

✭ 230

python jupyter-notebook tutorial neural-networks numpy backpropagation

2. Character Based Cnn

Implementation of character based convolutional neural network

✭ 205

python pytorch nlp natural-language-processing deep-neural-networks nlp-machine-learning youtube-video

Deploy and scale serverless machine learning app - in 4 steps.

✭ 157

jupyter-notebook react pytorch computer-vision aws serverless gan aws-lambda deployment netlify serverless-framework style-transfer production

4. How To Mine Newsfeed Data And Extract Interactive Insights In Python

A practical guide to topic mining and interactive visualizations

✭ 61

html nlp natural-language-processing nlp-machine-learning text-mining sklearn crontab topic-modeling gensim tf-idf kmeans plots

A Streamlit application to play with machine learning models directly from the browser

✭ 48

python CSS shell machine-learning scikit-learn sklearn webapp heroku-deployment machine-learning-tutorials playgound classification-algorithms streamlit

6. How-to-score-0.8134-in-Titanic-Kaggle-Challenge

Solution of the Titanic Kaggle competition

✭ 114

Jupyter Notebook visualization machine-learning tutorial jupyter random-forest scikit-learn exploratory-data-analysis data-visualization kaggle kaggle-titanic gridsearch

7. anonymization-api

How to build and deploy an anonymization API with FastAPI

✭ 51

python Dockerfile nlp docker aws ec2 docker-compose spacy named-entity-recognition ner github-actions fastapi

Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)

9. overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

NLP tutorial

✭ 41

Jupyter Notebook blog nlp tutorial tweets sentiment-analysis text-classification sklearn word-embeddings keras recurrent-neural-networks bag-of-words deeplearning convolutional-neural-networks tfidf glove-embeddings character-ngrams word-ngrams

1-9 of 9 user projects