beoy,beoy,github

advancedpythonprogramming

Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

allennlp

An open-source NLP research library, built on PyTorch.

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

apache-spark-2x-machine-learning-cookbook

Apache Spark 2x Machine Learning Cookbook, published by Packt

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

applied-deep-learning-with-pytorch

Demystify neural networks with PyTorch

automl-toolkit

Automated Machine Learning on Databricks

awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

awesome-knowledge-graph

A collection of knowledge graph papers and reading notes.

awesome-machine-learning-in-compilers

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-network-embedding

A curated list of network embedding techniques.

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

awsome-deep-learning-for-video-analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

bcc

BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more

bm-training

Dive into Big Model Training

building-recommender-systems-with-machine-learning-and-ai

Building Recommender Systems with Machine Learning and AI, published by Packt

bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

cancelout

CancelOut is a layer for deep neural networks, that can help identify a subset of relevant input features for streaming or static data.

captum

Model interpretability and understanding for PyTorch

causalinference

Causal Inference in Python

causalml

Uplift modeling and causal inference with machine learning algorithms

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

chineseocr

yolo3+ocr

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