Stars
A computer science textbook
Deep Reinforcement Learning: Zero to Hero!
🎉 performant confetti animation in the browser
Python bindings for Ada, a fast and spec-compliant URL parser.
Flash Attention in ~100 lines of CUDA (forward pass only)
A docker container to automate backups with restic
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Community maintained container images to use with toolbx and distrobox
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference,…
Lynis - Security auditing tool for Linux, macOS, and UNIX-based systems. Assists with compliance testing (HIPAA/ISO27001/PCI DSS) and system hardening. Agentless, and installation optional.
Tutorial for using twarc, with steps for installing software.
A collection of modern/faster/saner alternatives to common unix commands.
Code and demos for our paper at ACM MM 2017
Execute a local command using the processing power of another Linux machine.
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
Captcha solver extension for humans, available for Chrome, Edge and Firefox
Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond
My best practice of training large dataset using PyTorch.
Pytorch Lightning code guideline for conferences
Telegram bot that notifies you when commands finish executing
A curated list of practical tips and tricks to help you achieve an awesome CS master thesis [WIP] - contributions are welcome
check for passive words, weasel words, duplicate words, typographical errors and words strunk & white don't like
pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.