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dl_pytorch

Code for the Deep Learning with PyTorch lesson

dlf-tutorial

A tutorial on how to use the datalabframework fro ETL and ML

docify

A service for extracting text from ID cards in India, like Aadhar Card, PAN Card and Driving Licence. You just need to click and send a picture of the card to the API and get a json with your details. It was built using Flask, Deep Learning and Image Processing. It also uses Connectionist Text Proposal Network (Open Source) along with Tesseract for text extraction.

docker_video_analysis

Video analysis using YoloV3 and openCV library

dockercheatsheet

🐋 Docker Cheat Sheet 🐋

dockerml

Contains my explorations of using Docker to automate ML workflows.

document-classification-using-layoutlm

This PyTorch implementation of LayoutLM paper by Microsoft demonstrate the SequenceClassfication task using HuggingFaceTransformers to classify types of Documents.

ds_production

dsp

Metis Data Science Bootcamp - Official Prework Repository

dss-plugin-model-drift

Model drift detection

dunder-data-jupyter-hub

Jupyter Hub for Tutorials and Quizzes

dynamic-graph-networks

Fine-grained dynamic graph for novel comprehension

e2e-ml-app-pytorch

🚀 An end-to-end ML applications using PyTorch, W&B, FastAPI, Docker, Streamlit and Heroku → https://e2e-ml-app-pytorch.herokuapp.com/ (may take few minutes to spin up occasionally).

e2e-ml-app-tensorflow

🚀 An end-to-end ML applications using TensorFlow 2.0 + Keras, W&B, FastAPI, Docker, Streamlit and Heroku → https://e2e-ml-app-tensorflow.herokuapp.com/ (may take few minutes to spin up occasionally).

e2e-ml-workshop

The code for the introduction to end-to-end machine learning workshop (based on Machine Learning Bookcamp)

eadam-optimizer

Some improvements on Adam

east

A tensorflow implementation of EAST text detector

easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

ecg-acquisition-classification

Single Lead ECG signal Acquisition and Arrhythmia Classification using Deep Learning

ee-python-notebooks

Various Earth Engine Python API notebooks

effectivepytorch

PyTorch tutorials and best practices.

eif

Extended Isolation Forest for Anomaly Detection

elastic-search-medicine-search-engine

An end to end strategy to make a Medicine Search Engine using Elastic Search from scratch in Python.

elements-of-functional-programming-in-python

Learn how to how to use the lambda, map, filter and reduce functions in Python to transform data structures.

emile-notes

Data Science/Programming notes

energy-py

Reinforcement learning for energy systems

estimating-gradients-without-replacement

Estimating Gradients for Discrete Random Variables by Sampling without Replacement

euroscipy-2019-scikit-learn-tutorial

evolveml

Intention is to use different algorithms of Machine Learning in R-Programming and Python to work with various dimension and range of data. The implementation will be based on BigData framework and main point of attraction will be Spark and Hive includinh hadoop