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Radim Közl

@RadimK82
 Czech Republic
Joined July 2025
  • Tweets849
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Photo by Radim Közl (@RadimK82)Photo by Radim Közl (@RadimK82)Photo by Radim Közl (@RadimK82)Photo by Radim Közl (@RadimK82)Photo by Radim Közl (@RadimK82)Photo by Radim Közl (@RadimK82)Photo by Radim Közl (@RadimK82)Photo by Radim Közl (@RadimK82)
pypi.org/project/jax-lnn/#de…
jax-lnn

jax-lnn

JAX Logical Neural Networks – neuro-symbolic framework with interval Łukasiewicz logic

pypi.org
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Radim Közl retweeted
Neo4j (@neo4j) profile picture
Neo4j
@neo4jOct 20
No more guessing for your #AI: Today, we are announcing Neo4j Context Engine. Neo4j Context Engine enables enterprises to define, connect, govern, and continuously enrich business and data context, making it available to AI agents at the point of decision and action. Through our six-layer interconnected ontology, agents can give governed, reliable, and explainable answers. And the more you use it, the better it gets. Neo4j Context Engine is currently in private preview. Follow the link below to become an early design partner; bit.ly/4zyWC3a
Context Engine

ALT Context Engine

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Based on reports that AI models are at a level where they will eliminate the need for human input in programming, I created a simple experiment. Well, it's not that optimistic. xitter.gq/i/grok/share/0dfc6a101…

Okay, you just confirmed what I was thinking, thanks.

Glad it lined up with what you were thinking. The contrast between free generation and tightly guided reasoning was a useful real-time demonstration. If you want to dig further into any part of it, just say.

Answer by Grok
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Overview of basic types of Stable Diffusion tasks using Hugging Face models. kaggle.com/code/radimkzl/sta…
Stable_diffusion_baseversions

Stable_diffusion_baseversions

Explore and run AI code with Kaggle Notebooks | Using data from Celebrity mini dataset

kaggle.com
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154
Listen and make your own song with Suno. suno.com/s/bySPpMv3KtZZlXQZ
Axiom Guarantees

Axiom Guarantees

Listen and make your own on Suno.

suno.com
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JLNN – JAX Logical Neural Networks (github.com/RadimKozl/JLNN)
Image from Radim Közl (@RadimK82)
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Watch my full speech at the European Parliament detailing my experience with lawfare and how it is waged against patriots who speak out against replacement. Our establishment criminalizes those who threaten its position of power: they try to shut us up by locking us up.

Lawfare against Patriots

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Tutorial for training of Diffusion model NanoUNet MNIST dataset diffusion JAX/Flax NNX inspired by Hugging Face tutorial Diffusion Models from Scratch : github.com/RadimKozl/OpenCV_…
OpenCV_academy_my_work/flaxnnx_diffusion_models_from_scratch.ipynb at main · RadimKozl/OpenCV_aca...

OpenCV_academy_my_work/flaxnnx_diffusion_models_from_scratch.ipynb at main · RadimKozl/OpenCV_aca...

Contribute to RadimKozl/OpenCV_academy_my_work development by creating an account on GitHub.

github.com
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The model was saved on Hugging Face: huggingface.co/KRadim/nano-u…
KRadim/nano-unet-diffusion-mnist · Hugging Face

KRadim/nano-unet-diffusion-mnist · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co
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Based on the new Fuzzy logic methods, the Basic Boolean Gates & T-Norm Semantics tutorial has also been modified github.com/RadimKozl/JLNN/bl…
JLNN/examples/JLNN_basic_boolean_gates2.ipynb at main · RadimKozl/JLNN

JLNN/examples/JLNN_basic_boolean_gates2.ipynb at main · RadimKozl/JLNN

JAX-LNN (JLNN). Contribute to RadimKozl/JLNN development by creating an account on GitHub.

github.com
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radimkozl.github.io/JLNN/tut…
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The new release of JLNN is the stable version v0.1.3 pypi.org/project/jax-lnn/#hi… This version shift a Fuzzy logic module.
jax-lnn

jax-lnn

JAX Logical Neural Networks – neuro-symbolic framework with interval Łukasiewicz logic

pypi.org
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radimkozl.github.io/JLNN/mod…
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kaggle.com/datasets/radimkzl…
czech-punctuation-pos-syntax

czech-punctuation-pos-syntax

A High-Quality Dataset for Punctuation Restoration and Neuro-Symbolic LLM Ground

kaggle.com
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KRadim/czech-punctuation-pos-syntax
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JLNN + Vision Transformer: Neuro-symbolic Image Classification tutorial: colab.research.google.com/gi… Weights: huggingface.co/KRadim/vit-jl… kaggle.com/models/radimkzl/j…
Google Colab Notebook

Google Colab Notebook

Run, share, and edit Python notebooks

colab.research.google.com
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JLNN + Xarray: Real-time Rule Emergence Monitoring in Nano-MoE tutorial: github.com/RadimKozl/JLNN/bl…
JLNN/examples/JLNN_xarray_rule_monitoring_moe.ipynb at main · RadimKozl/JLNN

JLNN/examples/JLNN_xarray_rule_monitoring_moe.ipynb at main · RadimKozl/JLNN

JAX-LNN (JLNN). Contribute to RadimKozl/JLNN development by creating an account on GitHub.

github.com
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JLNN - Certifiable AI and Formal Verification with Xarray tutorial: colab.research.google.com/gi…
JLNN_safety_verification.ipynb

JLNN_safety_verification.ipynb

Run, share, and edit Python notebooks

colab.research.google.com
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JLNN - 3D Point Cloud Classification with JLNN tutorial: github.com/RadimKozl/JLNN/bl…
JLNN/examples/JLNN_pointcloud_classification.ipynb at main · RadimKozl/JLNN

JLNN/examples/JLNN_pointcloud_classification.ipynb at main · RadimKozl/JLNN

JAX-LNN (JLNN). Contribute to RadimKozl/JLNN development by creating an account on GitHub.

github.com
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JLNN - JLNN + Knowledge Graphs: RAG-like Reasoning over FB15k-237 tutorial: colab.research.google.com/gi…
JLNN_kg_reasoning.ipynb

JLNN_kg_reasoning.ipynb

Run, share, and edit Python notebooks

colab.research.google.com
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JLNN - Temporal Symbolic GNN for Pneumatic Digital Twin tutorial: github.com/RadimKozl/JLNN/bl…
JLNN/examples/JLNN_temporal_gnn.ipynb at main · RadimKozl/JLNN

JLNN/examples/JLNN_temporal_gnn.ipynb at main · RadimKozl/JLNN

JAX-LNN (JLNN). Contribute to RadimKozl/JLNN development by creating an account on GitHub.

github.com
97
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