Repository Index

A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

• relational-database
• message-broker
• hadoop-ecosystem
• nosql

The official GitHub page for the survey paper "A Survey of Large Language Models".

• chain-of-thought
• chatgpt
• in-context-learning
• instruction-tuning

FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more. Translations: 🇺🇸 🇨🇳 🇰🇷 🇪🇸 🇻🇳 🇧🇷 🇷🇺

• ffmpeg
• ffmpeg-libraries
• libav
• tutorial

A collection of handy Bash One-Liners and terminal tricks for data processing and Linux system maintenance.

• oneliner-commands
• bash
• data-processing
• linux-administration

YSDA course in Natural Language Processing

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

• large-language-models
• natural-language-processing
• nlp
• survey

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

A curated list of action recognition and related area resources

• awesome-list
• awesome
• action-recognition
• action-classification

A collection of tools developed by other researchers in the Computer Science area to process network traces. All the right reserved for the original authors.

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

• natural-language-processing
• nlp
• roadmap
• probability-statistics

List of articles related to deep learning applied to music

• awesome
• awesome-list
• unicorns
• list

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

• machine-translation
• reading-list

A curated list of speech and natural language processing resources

Awesome generative art

• awesome
• awesome-list
• processing
• generative-art

A curated list of resources for Document Understanding (DU) topic

• awesome-list
• machine-learning
• information-extraction
• key-information-extraction

My curated list of audio DSP and plugin development resources (Github fork)

• dsp
• audio
• math
• algorithms

💰 Billing & Payments knowledge for cloud platforms

• billing
• cost-management
• metering
• fraud

😎 Awesome LIDAR list. The list includes LIDAR manufacturers, datasets, point cloud-processing algorithms, point cloud frameworks and simulators.

• awesome-list
• awesome
• lidar
• pointcloud

A curated list of awesome Deep Learning (DL) for Natural Language Processing (NLP) resources

A collection of links to Ruby Natural Language Processing (NLP) libraries, tools and software

A curated list of awesome tools, research, papers and other projects related to password cracking and password security.

• hashcat
• password-cracking
• hash-cracking
• john-the-ripper

Curated List: Practical Natural Language Processing done in Ruby

• machine-learning
• natural-language-processing
• ruby
• nlp

Evaluation functions for music/audio information retrieval/signal processing algorithms.