Repository Index

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

• bayesian-methods
• deep-learning
• machine-learning
• data-science

TranslatedAn app for learning English words through real contexts in movies, American TV series, or documents, letting you memorize vocabulary in authentic situations and improve your learning efficiency.

• chinese
• english-learning
• kotlin-multiplatform
• compose-desktop

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

• machine-learning
• deep-learning
• neural-networks
• tutorial

Incomplete Redis client and server implementation using Tokio - for learning purposes only

TranslatedMegEngine is a fast, extensible, easy-to-use deep learning framework that supports automatic differentiation

• deep-learning
• machine-learning
• megengine
• tensor

A machine learning package built for humans.

This is a movies sample app in Kotlin, which is part of a serie of blog posts I have written about architecting android application using different approaches.

• android
• architectural
• lessons-learned
• android-cleanarchitecture-kotlin

Caffe: a fast open framework for deep learning.

• object-detection
• semantic-segmentation
• deep-learning
• real-time

A collection of important graph embedding, classification and representation learning papers with implementations.

• graph2vec
• classification-algorithm
• graph-kernels
• weisfeiler-lehman

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

• pytorch
• neural-network
• python
• machine-learning

Learn Next.js Starter Code

Translated【Must-read】The most comprehensive collection of PyTorch learning resources ever

• pytroch
• awesome
• deep-learning
• neural-network

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

• kubernetes
• machine-learning
• deployment
• serving

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

• data-science
• machine-learning
• deep-learning
• data-portfolio

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

• pytorch
• image-classification
• deep-learning
• cifar100

TranslatedKnowledge, code, and ideas for data mining, computer vision, natural language processing, and recommender system competitions

• kaggle
• data-competition
• data-science
• deep-learning

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

• ai
• csharp
• image-generation
• javascript

🚗 A curated list of resources for learning about vehicle security and car hacking.

• vehicle-security
• car-hacking
• hacking-vehicles
• security

A Rust machine learning framework.

• machine-learning
• rust
• algorithms
• scientific-computing

Translated词光 (Ciguang, "word light") · Word Atlas — Illustrated IELTS vocabulary with 7,298 words, UK/US audio and FSRS review. Open-source app + CC BY 4.0 dataset.

• chinese
• dataset
• english-learning
• flashcards

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

• machine-learning
• pytorch
• reinforcement-learning

Relax! Flux is the ML library that doesn't make you tensor

• flux
• machine-learning
• neural-networks
• deep-learning

Fast inference engine for Transformer models

• neural-machine-translation
• cpp
• mkl
• quantization

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

• reinforcement-learning
• machine-learning
• artificial-intelligence
• deep-reinforcement-learning