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machine_learning_basics

Plain python implementations of basic machine learning algorithms

merkle-distributor

📦 A smart contract that distributes a balance of tokens according to a merkle root

mixmatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

ml_from_scratch

A collection of machine learning models, procedures, etc... implemented from scratch

mtodo

Todo lists app powered by Angular and Django Rest Framework. Uses JWT token authentication.

nowcasting

Nowcasting

openzeppelin-contracts

OpenZeppelin Contracts is a library for secure smart contract development.

plasticc-astronomical-classification-solution

PLAsTiCC is a large data challenge that attempts to classify astronomical objects by analysing the time series measurements of the ‘light curves’ data (intensity of photon flux) emitted by cosmological objects using six different astronomical passbands . The flux may be decreasing or 1 increasing over time, the pattern of the changes in its brightness acts as a good indicator of the underlying object. Each object in the set of training data belongs to one of the 14 classes, in the test data there is one additional 15th class that is meant to capture “novelties” (objects that are hypothesised to exist).

predicting_stock_prices

This is the coding challenge for "Predicting Stock Prices" by @Sirajology on Youtube

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pygta5

Explorations of Using Python to play Grand Theft Auto 5.

pytorch_journey

random_google_colabs

reinforcement_learning_oe

The work aims to explore Value based, Deep Reinforcment Learning (Deep Q-Learning and Double Deep Q-Learning) for the problem of Optimal Trade Execution. The problem of Optimal Trade Execution aims to find the the optimal "path" of executing a stock order, or in other words the number of shares to be executed at different steps given a time constraint, such that the price impact from the market is minimised and consequently revenue from executing a stock order maximised.

requests-html

HTML Parsing for Humans™

rxjs

Exploring Reactive Programming with JavaScript

sippycup

SippyCup is a simple semantic parser, written in Python, created purely for didactic purposes.

socket-io-typescript-chat

A chat application implemented using Socket.io, TypeScript, Angular and Angular Material components

streetlearn

A C++/Python implementation of the StreetLearn environment based on images from Street View, as well as a TensorFlow implementation of goal-driven navigation agents solving the task published in “Learning to Navigate in Cities Without a Map”, NeurIPS 2018

synthetix-v3

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

timy-messenger

Timy - open source mobile app for groups to communicate and organize themselves. Built with flutter.

tutorials

PyTorch tutorials.

universal-router

Uniswap's Universal Router for NFT and ERC20 swapping

visor-core

The DeFi protocol for Active Liquidity Management. Building on Uniswap v3.

xlabs_analysis

yieldaggregators

SoK - Yield Aggregators in DeFi