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
2015lab7
Decison Trees, Random Forrests, Ensemble Methods
cs-video-courses
List of Computer Science courses with video lectures.
saroyas's Repositories
saroyas/cs-video-courses
List of Computer Science courses with video lectures.
saroyas/airbnb_challenge
AirBnB Challenge and Data
saroyas/aiuncensored
🔍 Uncensored AI - self-host with local or cloud LLMs
saroyas/Asex_Sex_v2
saroyas/Asexual-Sexual_reproduction
Studying the performance of asexual vs sexual replication strategies on random fitness landscape (Euclidean) in N dimensions.
saroyas/awesome-learning-resources
🔥 Awesome list of resources on Web Development.
saroyas/awesome-poker
:spades: :hearts: :clubs: :diamonds: A curated list of awesome poker resources & tools to improve your game.
saroyas/biomes-game
Biomes is an open source sandbox MMORPG built for the web using web technologies such as Next.js, Typescript, React and WebAssembly.
saroyas/custom_gptq
saroyas/deep_chaos
Oxford MSc dissertation code related to the chaotic dynamics of random neural networks. Working on top of work by ganguli-lab
saroyas/Echo
:musical_note: A music streaming app built with React and Nodejs
saroyas/gcp_api
saroyas/GeckoDownloadManager
:frog: Gecko Download Manager is a Chrome Extension that improves downloading lectures :floppy_disk: from the Echo360 System.
saroyas/GPTQ-for-LLaMa
4 bits quantization of LLaMA using GPTQ
saroyas/imperial_data_competition
saroyas/Ira
Automated Theorem Proving in Haskell
saroyas/Multi-Agent-RL-WhiRL
saroyas/nhs_challenge
Improving Quality of Life Challenge and Data
saroyas/NNGP
Tensorflow 2 Implementation of 'Deep Neural Networks as Gaussian Processes' by J. Lee, Y. Bahri et al
saroyas/node_importance
saroyas/penrose
Create beautiful diagrams just by typing mathematical notation in plain text.
saroyas/poker_ai
🤖 An Open Source Texas Hold'em AI
saroyas/portals_of_replication
animations and simulation code for my attempt at clarifying the "portals of repliation" idea.
saroyas/PrimerUnity
Tool use for producing Primer YouTube videos
saroyas/react-spotify
Spotify React / Redux 🎤🎺🎸🎷
saroyas/react-spotify-1
🔖 An Spotify Clone created with React, NextJS and Redux.
saroyas/schelling_models
Exploring, through simulation, Schelling models
saroyas/shell_challenge
Compressor Analytics Dataset
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/terms_of_service