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abrash-black-book

Markdown source for Michael Abrash's Graphics Programming Black Book

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

ast

Adversarial Sparse Transformer for Time Series Forecasting

auto_ts

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and ML Models on Time Series data sets with a Single Line of Code

awesome-recsys

Must-read papers on recommendation systems (RecSys)

best-of-ml-python

🏆 A ranked list of awesome machine learning python libraries. Updated weekly.

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

competitive-recsys

A collection of resources for Recommender Systems (RecSys)

core

Production grade, end-to-end vision AI platform with fully integrated modules for model building, automated labeling, data processing, model training and hyperparameter tuning.

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-1

Collection of useful data science topics along with code and articles

data-science-cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

data-scientist-roadmap

Toturial coming with "data science roadmap" graphe.

datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

datasets-1

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

ddsp

DDSP: Differentiable Digital Signal Processing

deep-learning-car-brand

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepbedmap

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

deeplearning-mindmap

A mindmap summarising Deep Learning concepts.

deeplearning.ai-notes

These are my notes which I prepared during deep learning specialization taught by AI guru Andrew NG. I have used diagrams and code snippets from the code whenever needed but following The Honor Code.

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

denseaspp

DenseASPP for Semantic Segmentation in Street Scenes

developer-roadmap

Roadmap to becoming a web developer in 2021

devops-roadmap

DevOps methodology & roadmap for a devops developer in 2019. Interesting books to learn new technologies.

devsecops

🔱 Collection and Roadmap for everyone who wants DevSecOps.

doccano

Open source text annotation tool for machine learning practitioner.

domain-driven-hexagon

Guide on Domain-Driven Design, Hexagonal architecture, best practices etc.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)