TranslatedMultimodal retrieval in practice: intent recognition, prompt engineering, Qwen LoRA, EmbeddingGemma 2, and InfoNCE contrastive learning. Includes real demos, integration of your own data, training and evaluation, and a learning guide to RAG retrieval components.
Interview Cake Clojure solutions.
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
- hyperopt
- hyperparameter-optimization
- hyperparameter-tuning
- hyperparameters-optimization
Infrastructure-as-code toolkit (Docker Compose, Kubernetes, Terraform) for deploying containerized services, using the predictive-cicd-remediation project as the reference workload.
A curated list of resources relevant to RoboCupJunior Soccer
Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.
- stft
- hanning-window
- laplace-transform
- fft
📊 🌐 🧑🏫 Website for graduate-level course on program evaluation and causal inference using R, built with Quarto
- causal-inference
- program-evaluation
- quarto
- r
☀️ A 17kb Preact & Redux based Progressive Web App that provides relevant information to the user outside of the tab.
A structured, multi-agent Claude Code learning environment for mastering Retrieval-Augmented Generation (RAG)
Simple Packer PE File
Demo of high performance AI model (pmml export) evaluator api base on Vert.x, Supports dynamic routing configuration for multiple pmml models via JSON
- pmml
- ai
- java-pmml
- verticle