My Berlin Learning and Training Center for Machine Learning and DL Capstone Projects and Exercises

STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Basic ELI5 Set of Terms, Vocabulary, Tools Glossary for Machine Learning and LLM Technology

Universal LLM Deployment Engine with ML Compilation

The simplest, fastest repository for training/finetuning medium-sized GPTs.

LLM training in simple, raw C/CUDA

Step by step explanation/tutorial of llama2.c

Inference Llama 2 in one file of pure Java 8

Inference Llama 2 in one file of pure C

Inference Llama 2 in one file of pure Java

Practical Llama 3 inference in Java

Basic ML Projects

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

A lightweight and portable cryptography library.

Mech Game Sample Setup Strategy

Unofficial Review Tool for MCAT Official Prep*

NuPIC Studio is a powerful all­-in-­one tool that allows users create a HTM neural network from scratch, train it, collect statistics, and share it among the members of the community.

Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python

Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC) (Simplified).

All My Blog Posts in Book Format

The Numenta Anomaly Benchmark

A basic list of install to install for different software development configurations (maven, desktops, more)

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC).

Experimental algorithms. Unsupported.