eugeneyan Goto Github PK

kaggle_otto

Code for Kaggle Otto Production Classification Challenge

kaggle_springleaf

Code for Kaggle Springleaf Email Prediction Challenge

kaggle_titanic

Code for Kaggle Titanic Challenge (and other learning)

learning-typescript

machine-learning

Coursera: Machine Learning (Aug 2014)

mining-massive-datasets

Coursera: Mining Massive Datasets (Sep 2014)

misc

ml-design-docs

📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

model_test

A proof of concept library for generating and running machine learning model tests

mooc-setup

Information for setting up for the BerkeleyX Spark Intro MOOC, and lab assignments for the course

my-cs-degree

A CS degree I designed for myself, 2020

neural_networks_and_deep_learning

nocode-ml

😝 End-to-end machine learning; "no code" required!

obsidian-copilot

🤖 A prototype assistant for writing and thinking

open-llms

📋 A list of open LLMs available for commercial use.

openai-cookbook

Examples and guides for using the OpenAI API

openai-experiments

Just me playing around with OpenAI

papermill-mlflow

🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

poc-docker-template

Simple template showing how to set up docker for reproducible data science with Jupyter notebooks.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

py_ml_utils

Some small utility modules to help with pandas, numpy and sklearn usage in other projects

python-collab-template

🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

r-programming

Coursera: R Programming (May 2014)

raspberry-llm

Calling LLM APIs on a Raspberry Pi for lulz

recsys-nlp-graph

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

scratch

search_engineering

Search Engineering course materials

search_fundamentals_course

search_with_machine_learning_course