shabie's repositories
streaming_nd
Data Streaming Nanodegree (from Udacity) exercises, projects and their solutions
pythonincontainers
Deep dive into dockers
access_azure_adls_from_webapp
Code snippet to explain how to access Azure ADLS from Azure Web Apps directly
annotated_deep_learning_paper_implementations
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.
Data-engineering-nanodegree
Projects done in the Data Engineering Nanodegree by Udacity.com
mytransformers
Download HuggingFace transformers to disk without hassle.
pandas_sklearn_pipelines
Some common classes offering common transformations that play well with the scikit-learn pipelines using pandas DataFrame
data_struc_algo_nd
Data Structures & Algorithms Nanodegree Program from Udacity
Deep-Learning-with-PyTorch-Lightning
Getting Started with PyTorch Lightning, Published by Packt
deployment-webhook
Example Code for "GitHub and Docker Hub Integration" Lesson
djangorestframework-api-key
🔐 API key permissions for Django REST Framework
dkpro-cassis
UIMA CAS processing library written in Python
flask-hello
Simple Flask based example
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
handsonml_2nd
My working through of the 2nd edition of the book Hands-On Machine Learning
langchain
⚡ Building applications with LLMs through composability ⚡
MIT6.438-Probabilistic-Graphical-Models
MIT Fall 2020 EECS 6.438 Algorithms for Inference (Professors Devavrat Shah and Caroline Uhler)
mlflow
Open source platform for the machine learning lifecycle
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
recipe-app-api
Recipe API using Django REST Framework
SQL-Leetcode-Challenge
Contains all the 117 Leetcode questions with their solutions ranging from Easy to Hard in MySQL.
test_driven_development
Test driven development for a To-Do lists web app using Django
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch