Tero Keski-Valkama

granadacoders.es. An open community website.

eva. Evaluation framework for oncology foundation models (FMs)

llm-wrapper-cli. Yet another wrapper around LLMs

Continual-Learning-Benchmark. Evaluate three types of task shifting with popular continual learning algorithms.

universal-embodiment. #UniversalEmbodiment is a novel way of framing reinforcement learning to be based on mining third party experience from a living world which is an ocean of agency and intent.

the-practical-linux-hardening-guide. This guide details creating a secure Linux production system. OpenSCAP (C2S/CIS, STIG).

linux-hardening-checklist. Simple checklist to help you deploying the most important areas of the GNU/Linux production systems - work in progress.

kompute. General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

towards_large_pathology_fms. This repository contains the official implementation of the research paper: "Towards Training Large-Scale Pathology Foundation Models: from TCGA to Hospital Scale"

selfcodealign. [NeurIPS'24] SelfCodeAlign: Self-Alignment for Code Generation

embodied-generalist. [ICML 2024] LEO: An Embodied Generalist Agent in 3D World

etherpad. Etherpad: A modern really-real-time collaborative document editor.

recursive-self-improvement-suite. A suite of open-ended, non-imitative tasks involving generalizable skills for large language model chatbots and agents to enable bootstrapped recursive self-improvement and an unambiguous AGI.

context. Raw dump of Kenneth Reitz's DNA Sequence, Ancestry, Genealogy, &c.

autogen. A programming framework for agentic AI

multiple_physics_pretraining. Code for paper "Multiple Physics Pretraining for Physical Surrogate Models

llama2j. Pure Java Llama2 inference with optional multi-GPU CUDA implementation

pipeline5. Java

manifesto. The OpenTF Manifesto expresses concern over HashiCorp's switch of the Terraform license from open-source to the Business Source License (BSL) and calls for the tool's return to a truly open-source license.

AgentBench. A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

MarginaliaSearch. Internet search engine for text-oriented websites. Indexing the small, old and weird web.

WebReborn. A small web community fighting against the prevalent tracking, ads and crapification of the web.

bonsai. Rust implementation of behavior trees for deterministic AI (now with Python bindings)

ZLUDA. CUDA on non-NVIDIA GPUs

plane. 🔥🔥🔥 Open-source Jira, Linear, Monday, and ClickUp alternative. Plane is a modern project management platform to manage tasks, sprints, docs, and triage.

behavior-trees-for-llm-chatbots. Example: Using Behavior Trees for structuring goal-driven LLM chatbot processes

presentation-ai-and-large-language-model-chatbots-for-real-world-businesses. A short presentation of chatbots in businesses.

genai-code-review. Python

chatgpt-github-actions. Python

open-llms. 📋 A list of open LLMs available for commercial use.

h2o-llmstudio. H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

mastodon-sitemap. A Sitemap Generator for Mastodon

hacking-great-3. Pre-requisite information and code for the #HackingGreat sauna evening in 2016-11-10 by Cybercom.

HackingGreatML. The Iot / visualization / SVM example for #HackingGreat

RWKV-LM. 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 RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

bitsandbytes. Accessible large language models via k-bit quantization for PyTorch.

alpaca-lora. Instruct-tune LLaMA on consumer hardware

music-generation-research. A straightforward collection of Music Generation research resources.

king-algorithm-manifesto. A research proposal on lifting out the meta-learned in-context learning algorithms for study and native execution.

FAS-Simulator. A modular benchmark simulator for flexible assembly systems.

fas_hmm. A Multinomial Hidden Markov Model evaluation for industrial anomaly detection from interleaved process traces

cv. Curriculum Vitae / Resume / Biography

ai_enabled_transparency_of_governance_and_power. AI Enabled Transparency of Governance and Power

sukupuu. Sukupuu, Keski-Valkama

llama.cpp. LLM inference in C/C++

sleeping_machines. A manifesto for temporal computing where memory indexing is replaced by temporal delays and referencing.

embodied-emulated-personas. A project space for Embodied Emulated Personas - Embodied neural networks trained by LLM chatbot teachers

ChatRWKV. ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

dynamic-nfs-provisioner. Operator for dynamically provisioning an NFS server on any Kubernetes Persistent Volume. Also creates an NFS volume on the dynamically provisioned server for enabling Kubernetes RWX volumes.

jiva. CAS Data Engine - iSCSI Distributed Block Storage Controller built-in Go

mastodon. Your self-hosted, globally interconnected microblogging community

chart. Helm chart for Mastodon deployment in Kubernetes

academics-on-mastodon. A list of various lists consisting of academics on Mastodon

costacoders.es. CostaCoders.es is an open virtual community for English-speaking software engineers in Costa del Sol

cli. 🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

latent-diffusion. High-Resolution Image Synthesis with Latent Diffusion Models

MAKRO. GAMS

pptk. The Point Processing Toolkit (pptk) is a Python package for visualizing and processing 2-d/3-d point clouds.

mujoco. Multi-Joint dynamics with Contact. A general purpose physics simulator.

choochoo. Training Diary

manifesto_for_free_movement. This is a collaborative manifesto for global citizenship in the 21st century and free movement.

CovidCtNet. Jupyter Notebook

cappa_gazebo. Gazebo package for simulation of robots in Göreme National Park and the Rock Sites of Cappadocia

pointnet2. PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

hopfield-layers. Hopfield Networks is All You Need

qrack. Comprehensive, GPU accelerated framework for developing universal virtual quantum processors

agents. TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

rudder-a-practical-tutorial. A practical step-by-step guide to applying RUDDER

rudder. RUDDER: Return Decomposition for Delayed Rewards

tensorflow. An Open Source Machine Learning Framework for Everyone

stable-baselines. A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

keras-radam. RAdam implemented in Keras & TensorFlow

TensorTraffic. TensorTraffic is a tool for approximating traffic simulations using neural networks

ml-agents. The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Actor-Critic-Algs-on-Tensorflow. Distributed RL implementations

gym-city. An interface with micropolis for city-building agents, packaged as an OpenAI gym environment

TensorFlowOnSpark. TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

daa. decentralized autonomous association

location_tracking_ml. A PoC using TensorFlow and deep neural networks to model human locations in a generative fashion.

face_classification. Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

spiking-neurons. Tutorial code of spiking neurons

hacking-great-6. Hacking Great 6 materials

superquadrics. A demonstration of superquadrics with geometric meshes written in C++

digital-red. Digital-Red is a collection of succinct, elegant OCaml implementations of the algorithms in the famous MIT red book of algorithms.

cryptocurrency-course-materials. Additional materials related to Bitcoin and Cryptocurrency Technologies course on Coursera, maintained by the mentors of that course.

hacking-great-4. Pre-requisite information and code for the #HackingGreat sauna evening in 2017-04-05 by Cybercom.

canboat. CAN Boat provides NMEA 2000 and NMEA 0183 utilities. It contains a NMEA 2000 PGN decoder and can read and write N2K messages. It is not meant as an end-user tool but as a discovery mechanism for delving into NMEA 2000 networks.

Neural-Photo-Editor. A simple interface for editing natural photos with generative neural networks.

deep_learning_tietoisku. Supporting material for Cybercom Tech Talks, mainly about machine learning

tensorflow-wavenet. A TensorFlow implementation of DeepMind's WaveNet paper

docker-swarm-test-env-setup. Simple Vagrant setup for your all Docker swarm testing needs

motion. Motion, a software motion detector

deepframeworks. Evaluation of Deep Learning Frameworks

neural-style. Torch implementation of neural style algorithm

space-tyckiting. Futurice Space Tyckiting: Earth Domination Tour

xroad-rest-gateway. Unmaintained repository. Development moved to

oskari-docs. Oskari documentation and Node.js app running oskari.org

oskari-frontend. Frontend implementation for Oskari Map Application Framework

oskari-server. Backend implementation for Oskari Map Application Framework

cutorch. A CUDA backend for Torch7

torch7. http://torch.ch

char-rnn. Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

liikennedata. Liikennedata project for collecting Tampereen Kaupungin Liikenne bus position data.

potilastietojarjestelma.