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action-recognition

Action Recognition using SVM, BoW pipeline

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention-is-all-you-need-paper

Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.

autoencoder-based-image-compression

The aim of this project is to build on current works in lossy compressive Autoencoders.

awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

awesome-rl

Reinforcement learning resources curated

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

bda_py_demos

Bayesian Data Analysis demos for Python

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

cheatsheet-for-cheatsheets

A big banging repository for all cheatsheets for Data Analytics, Machine Learning and Deep Learning. Includes topics like Data Warehousing, NLP, Differential Calculus, Git, Data Mining etc etc

coding-interview-university

A complete computer science study plan to become a software engineer.

computer-science-reference-books

"The question of whether a computer can think is no more interesting than the question of whether a submarine can swim." ― Edsger W. Dijkstra

cse618-pr

data-science

deep-learning

Course: Deep Learning

deep-learning-guide

An evolving guide to learning Deep Learning effectively.

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

dsml-books

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

dsp

Metis Data Science Bootcamp - Official Prework Repository

ecg-prediction-module

Given an ML-II (derivation II) ECG signal, this module detects its beat and returns a class prediction for each one.

emotionrecognitiongp

gan_sampling

Tutorial: A simple GAN to generate samples from Gaussian distribution

ganlab

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

goodboychan.github.io

jupyter blog

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

graduation-project

This repository contains joint code for the 4 members of the graduation project about ECG classification

imagecompression

Image Compression with Recurrent Neural Network and Generalized Divisive Normalization at CVPR 2021

interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning