Farida's repositories
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
coding-interview-university
A complete computer science study plan to become a software engineer.
hands-on-nltk-tutorial
The hands-on NLTK tutorial for NLP in Python
awesome-data-labeling
A curated list of awesome data labeling tools
awesome-internships
A curated list of tech internships resources.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
fprime
F' - A flight software and embedded systems framework
Hashnode
Code samples for @faridawrites Technical Writing Blog
hate-speech-dataset
Hate speech dataset from Stormfront forum manually labelled at sentence level.
hate-speech-detection
Hate-speech and offensive language detection model using various Machine Learning and NLP techniques and labeled Twitter data
markdown-content
Markdown content for the www.aerobatic.io website
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Model-Selection
Model selection for Text classification (compare ML and DL algo)
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
season-of-docs
Supporting materials for Google's Season of Docs 2021
SuperResolution-with-Perceptual-loss
In this project I have used an convolution neural network with perceptual loss to convert low res image into high res image.
Text-classification-and-clustering
It demonstrates the example of text classification and text clustering using K-NN and K-Means models based on tf-idf features.
Transformer-Explainability
Official Pytorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
unstructured-text-modelling
Text Analytics (Unsupervised Clustering) and Neural Network Modelling
WWCodeDataScience
Content, Code & Resources for WWCodeDataScience Events https://www.womenwhocode.com/datascience
WWCodePython
Content, Code & Resources for WWCodePython Events