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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.

autogoal

A Python framework for program synthesis with a focus on Automated Machine Learning.

car-perception

Full-stack Car perception application that is optimized using OpenVINO toolkit and tested on Intel DevCloud

celebrity-synthesizer-stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020). Run the colab code below,

collab-project

An online platform to rent your books!

conv.neural_networks

covidfromcough

This repository includes the unofficial implementation and study of research articles on detection of CoVID-19 using Speech, Breathing and Cough sounds.

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

data-science-interviews

Data science interview questions and answers

datascience_book

ds-job-ready-with-me

This is a repo created to getting job ready within the field of Data Science/Machine Learning.

face-mask-detection

Detection of face mask using OpenCV and deep learning.

face-x

Demonstration of different algorithms and operations on faces. Join the Discord channel for discussion.

frontend-lsn-4-mock

Humans Vs Machines Blog

ganhacks

starter from "How to Train a GAN?" at NIPS2016

hand-pose-classification

This is a simple hand pose recognition system with hand pose estimation model in the back end. Checkout the README.md file to run the application.

hello-world

This is a test file on the Git!

logistic-regression

mlproject

naive-bayes-classifier

In All the below files Naive Bayes Classifier is used without MLE

neural_networks

This repo helps to understand anyone to start off with Tensorflow by creating a basic Neural Network

opencv_ponggame

This Pong game is controlled with your pen through a camera.

papers-with-annotations

Research papers with annotations, illustrations and explanations

polynomial-regression

Simple models of Polynomial Regression!

python-for-data-science

A collection of Jupyter Notebooks for learning Python for Data Science.

regularisation

Regularisation on Simple models!

skyar-online

Online deployment of SkyAR repository.

skyar-streamlit-enabled

Checkout Readme.md file to learn how to run this streamlit app locally.

timeseriesforcating

In this notebook, we'll be understanding Data Anlaytics,EDA and TS Forecasting in great detail

vision-transformer

Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)