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annotated_deep_learning_paper_implementations

🧑‍🏫 59 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, ... 🧠

avatar

This repository contains tutorial for Deepfake Avatar and link to Colab Notebook

codes-for-wsdm-cup-music-rec-1st-place-solution

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

entmax

The entmax mapping and its loss, a family of sparse softmax alternatives.

factorization-machine-for-prediction

Factorization Machine for regression and classification

first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

funk-svd

:zap: A python fast implementation of the famous SVD algorithm popularized by Simon Funk during Netflix Prize

gans

GANs in slanted land

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

hmm

An implementation of the Viterbi Algorithm for training Hidden Markov models. This repo accompanies the video found here: https://www.youtube.com/watch?v=kqSzLo9fenk

integer_sequence_learning

RNN Approaches to Integer Sequence Learning--the famous Kaggle competition

introtodeeplearning

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

keras

Deep Learning for humans

leetcode-1

LeetCode

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

manifold_learning

Worked examples about manifold learning using sklearn and jupyter

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

ml-mooc-nptel

This repository contains the Tutorials for the NPTEL MOOC on Machine Learning.

neural-structured-learning

Training neural models with structured signals.

neural_collaborative_filtering

Neural Collaborative Filtering

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

pagerank

A Python implementation of Larry's famous PageRank algorithm.

playground

Play with neural networks!

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.