Pinned Repositories
2014
Official content for the Fall 2014 Harvard CS109 Data Science course
2015
Public material for CS109
2015lab1
2015lab2
2015lab3
2015lab4
Lab for Linear and Logistic Regression, SciKit Learn
2015lab5
Lab 5, the first on Machine Learning!
2015lab6
biomes-game
Biomes is an open source sandbox MMORPG built for the web using web technologies such as Next.js, Typescript, React and WebAssembly.
cs-video-courses
List of Computer Science courses with video lectures.
saroyas's Repositories
saroyas/stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
saroyas/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
saroyas/2014
Official content for the Fall 2014 Harvard CS109 Data Science course
saroyas/manim
Animation engine for explanatory math videos
saroyas/2015lab1
saroyas/Testing
A test repo for a ton of things
saroyas/lectures
saroyas/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
saroyas/math-science-video-lectures
List of Science courses with video lectures
saroyas/language-evolution-simulation
Language evolution simulation with Agent-based Models
saroyas/2015lab4
Lab for Linear and Logistic Regression, SciKit Learn
saroyas/2015lab2
saroyas/Tutorial_Agent_Based_Models
A Tutorial for Agent Based Models in Python
saroyas/2018-cs109b
Harvard CS109b Public Repository
saroyas/2015
Public material for CS109
saroyas/cs229
Stanford CS229 (Autumn 2017)
saroyas/Deep-RL-Bootcamp-Labs
Solutions to the Deep RL Bootcamp labs
saroyas/lectures-1
Oxford Deep NLP 2017 course
saroyas/deepchaos
Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"
saroyas/2015lab5
Lab 5, the first on Machine Learning!
saroyas/2015lab9
saroyas/2015lab7
Decison Trees, Random Forrests, Ensemble Methods
saroyas/2015lab6
saroyas/2015lab3