Nimalan Mahendran

agentskills. Specification and documentation for Agent Skills

rig. ⚙️🦀 Build modular and scalable LLM Applications in Rust

NEO. NEO Series: Native Vision-Language Models from First Principles

durable. A durable execution engine for rust

candle. Minimalist ML framework for Rust

kiln. A single-model LLM inference server with live online learning via LoRA hot-swap. Train while you serve.

openraft. rust raft with improvements

fjall. 🗻 Log-structured, embeddable key-value storage engine written in Rust

memgraph. High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.

multica. The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.

presenterm. A markdown terminal slideshow tool

zk-nvim. Neovim extension for zk

kubernetes-the-hard-way. Bootstrap Kubernetes the hard way. No scripts.

tantivy. Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

elektroid. Sample and MIDI device manager

label-studio. Label Studio is a multi-type data labeling and annotation tool with standardized output format

TorchLeet. Leetcode for Pytorch

marimo. A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

claude-cookbooks. A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

truss. The simplest way to serve AI/ML models in production

Daft. High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

LLMs-from-scratch. Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

tiktoken. tiktoken is a fast BPE tokeniser for use with OpenAI's models.

mini-lsm. learn database internals by building a storage engine in Rust

LLM101n. LLM101n: Let's build a Storyteller

Bend. A massively parallel, high-level programming language

pykan. Kolmogorov Arnold Networks

awesome-mlops. :sunglasses: A curated list of awesome MLOps tools

memray. Memray is a memory profiler for Python

codon. A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support

automerge. A JSON-like data structure (a CRDT) that can be modified concurrently by different users, and merged again automatically.

interpretable-ml-book. Book about interpretable machine learning

system-design-primer. Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

netshoot. a Docker + Kubernetes network trouble-shooting swiss-army container

pyprobml. Python code for "Probabilistic Machine learning" book by Kevin Murphy

q. q - Run SQL directly on delimited files and multi-file sqlite databases

bhtsne. Barnes-Hut t-SNE

obsidian-dev-tools. TypeScript

obsidian-pluck. Quickly create notes in Obsidian from web pages.

obsidian-api. Type definitions for the latest Obsidian API.

swr-firestore. Implement Vercel's useSWR for querying Firestore in React/React Native/Expo apps. 👩‍🚒🔥

EffectiveTensorflow. TensorFlow tutorials and best practices.

adanet. Fast and flexible AutoML with learning guarantees.

bert. TensorFlow code and pre-trained models for BERT

pyro. Deep universal probabilistic programming with Python and PyTorch

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

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

tensorflow. An Open Source Machine Learning Framework for Everyone

Arduino. Arduino IDE 1.x