shabie

docformer

Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task of Visual Document Understanding (VDU)

streaming_nd

Data Streaming Nanodegree (from Udacity) exercises, projects and their solutions

pythonincontainers

Deep dive into dockers

trankit

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

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.

artificio

Deep Learning Computer Vision Algorithms for visually similar tools project

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

datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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

docs

TensorFlow documentation

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

shabie.github.io

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