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awesome-docker

:whale: A curated list of Docker resources and projects

awesome-knowledge-graph

A collection of research on knowledge graphs

awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

codesearchnet

Datasets, tools, and benchmarks for representation learning of code.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

computer-vision-and-deep-learning-setup

Tutorial on how to setup your system with a NVIDIA GPU and to install Deep Learning Frameworks like TensorFlow, Darknet for YOLO, Theano, and Keras; OpenCV; and NVIDIA drivers, CUDA, and cuDNN libraries on Ubuntu 16.04, 17.10 and 18.04.

dask-examples

Easy-to-run example notebooks for Dask

graphml-tutorials

Tutorials on Machine Learning for Graphs

intro-to-nlp-with-pytorch

Introduction to NLP with PyTorch Workshop Project

irisproject

Training Iris project. Used resources : https://www.kaggle.com/jchen2186/machine-learning-with-iris-dataset

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

mldm_data_mining

mldm_study

Books and usefull features for study

mlflow-examples

Basic MLflow examples

mlops-on-gcp

qwikilabs

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

notebook

Jupyter Interactive Notebook

open-source-cs

Video discussing this curriculum:

papermill-mlflow

🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

python-blockchain-tutorial

Official course repository for "Python, JS, & React | Build a Blockchain & Cryptocurrency" by David Katz.

python-guide

Python best practices guidebook, written for humans.

python-patterns

A collection of design patterns/idioms in Python

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorchlightning_hydra_mlflow_optuna

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

slp2-pdf

Speech and Language Processing, 2nd Edition in PDF format