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5-python-projects-for-beginners

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

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, ... 🧠

attrition-case-study

Brief project studying attrition.

awesome-colab-notebooks

Collection of google colaboratory notebooks for fast and easy experiments

awesome-deep-learning-music

List of articles related to deep learning applied to music

bbplot

R package that helps create and export ggplot2 charts in the style used by the BBC News data team

catch-a-waveform

Official pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)

cheatsheets

Official Matplotlib cheat sheets

code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

conditional-audio-gan

An experiment at implementing a novel conditional audio sample generating Generative Adversarial Network

core-stats-datascience

Core Statistics for Datascience

customer-booking-predictive-model

Brief project focusing finding the most influential variables on a booking

dadabots_samplernn

Generating Albums with SampleRNN to Imitate Metal, Rock, and Punk Bands

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

depy2016

eso-battery-forescasting

My take at this Kaggle competition

gdl_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

google-research

Google Research

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.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ibantxodrumz

Config files for my GitHub profile.

jukebox

Code for the paper "Jukebox: A Generative Model for Music"

learnpython

Beginner Python Course with JuPyter Notebooks. Includes 17 video tutorials, 17 lessons, 17 projects, with 17 solutions.

machine_learning_complete

A comprehensive repository containing 30+ notebooks on learning machine learning!

machinelearning-datascience

Complete Machine Learning and Data Science: Zero to Mastery

manning

Repository for the book Grokking Machine Learning, by Manning Editors

masters-final-project

A dive on AI Music