waynemystir

stanford-cs229

These are my solutions to the problem sets for Stanford's Machine Learning class - cs229

lstm-numpy

Vanilla LSTM with numpy

conjugate-gradient

This is the source code for my blog post on the Conjugate Gradient algorithm

deep-RL-bootcamp

My solutions to the labs from this bootcamp:

svd

udp-hp

A library for peer-to-peer networking, video conferencing, and chat

linear_algebra_refresher

machine-learning

A library for neural networks and deep learning

stanford-cs224n

My solutions to the class assignments

stanford-cs231n

My solutions to the class assignments

CLRS

📚 Solutions to Introduction to Algorithms Third Edition

cnn-from-scratch

A Convolutional Neural Network implemented from scratch (using only numpy) in Python.

data-algos

Early stage: this will be a C library of data structures & algorithms

docker-ubuntu-ssh-setup

Setup SSH keys in a Docker Ubuntu container

every-programmer-should-know

A collection of (mostly) technical things every software developer should know

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

iperf

iperf3: A TCP, UDP, and SCTP network bandwidth measurement tool

labelImg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

Leetcode

🎓Leetcode solutions in Python 📚

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

network

Provides a number of helper functions for networking and sockaddr's in C

numpy-exercises

Various things I note while learning NumPy

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

simple-neural-nets

Very simple neural nets, two and three layers, using only NumPy

stat_util

ubuntu-python3

Ubuntu:latest and Python3

udp-hp-ios

Supproto in the App Store: peer-to-peer networking, video, and chatting

wondershaper

Command-line utility for limiting an adapter's bandwidth

wota

Trotter Travel in the App Store: Online Travel Agency with Expedia backend

qbe-take-home-assignment

This assignment will assess your skills in data handling, API development, and using Git.