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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 (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RN…
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
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