lucylow/Computational_physics

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Python
Created about 8 years ago
Updated almost 5 years ago

lucylow/Computational_physics

lucylow

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Methods of numerical modelling with undergraduate level computational physics solutions with non-linear equations, gaussian probabilities, and Euler RK4 integration

Deep-Learning-Mahjong---

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

Covid_Control

Machine learning to predict future number Covid19 Daily Cases (7-day moving average). Long Short Term Memory (LSTM) Predictor and Reinforcement Learning (RL) Prescription with Oxford Dataset

Jupyter Notebook

salty-wet-man

Binary classification to filter and block unsolicited NSFW content from annoying coworkers

Martha_Stewart

Quantitative Algorithmic Trading Arbitrage Bot for High Frequency Trading (HFT). Martha_Stewart executes trades at the best price by capitalizing on infinitesimal price discrepancies in the stock market.

Stochastic_SoundCloud

Machine Learning Generative Classical Music using RNN LSTMs with MIDI music dataset and Magenta Tensorflow

Yeezy-Taught-Me

Yeezy Taught Me Text Generation. Training next character predictions RNN LSTM model with user input text corpus

l3gacy_fps

Anti-Cheat Detection for Game Streaming

CERN_HEP_Autoencoder

High Energy Physics (HEP) autoencoder for CERN ATLAs to compress hadron jet event data from 4 to 3 variables

Jupyter Notebook

En_francais_si_vous_plait-

French English Machine Translation. Natural language processing (NLP) transformer model from "Attention Is All You Need"

Starfish

Decentralized Data Exchange Protocol to Unlock Data for Artificial Intelligence: Ocean protocol with smart contracts deployed on Ethereum network.

Hack-Q-Thon

Quantum Machine Learning Powered Healthcare Platform

Jupyter Notebook

substrate-blockchain-1628382201851

Make it Reign Wallet sending and receiving the tokens between accounts. Balance of tokens on the Polkadot blockchain built on Rust.

Microaggression_bingo

Facebook's 2019 Developer Circle Challenge. HTML5 bingo board.

Roll_a_ball_unity_game

3D Collision Game developed with C# on Unity. Practice with game objects, components, prefabs, physics, and scripting.

Stanford-CS

Course notes for Stanford's Machine Learning courses CS231, CS229, and CS224

ML_adversarial_images

Old ML Project - Create adversarial images to fool a MNIST classifier using TensorFlow.

Jupyter Notebook

medblock

Elderly care with AI-powered medical robots on the blockchain. Computer Vision and Natural language processing with Tensorflow JS, GPT3, and IPFS

ISTAR

Intelligent Software Testing and AI-Driven Automation with Rigor

reviewing-a-pull-request

piquil.ai

NY_subway_analysis

Jupyter Notebook

markdown-portfolio

xwave

blockchain music

T1CK_T0CK

deeplearning.ai

Course notes for Andrew Ng's deeplearning.ai Deep Learning Specialization.

intheskywithdiamonds.gif

Geojson mapping coordinates map using Github's pinned Gists

soundwave_cue_sheet_palooza

julia_example_package.jl

Python_solutions

Old python problems

Hamtaro

Apptimize_tictactoe

A/B software testing mobile iOS games written in Swift and Xcode IDE with the Apptimize SDK to apply conversion, engagement, and revenue metrics to game features

Arduino_light_cube

light cube that produces patterned light arrangements.

Front_end

Collection of code samples

fast.ai

Course notes for Rachel Thomas's fast.ai "Practical Deep Learning for Coders v3"

Jupyter Notebook

Beauty-Beyond-Barriers

steamroll

Steamroll compresses JPEG images using dimension reduction developed with tfjs-tsne library on the MNIST data set. Paper implementation of "GPGPU Linear Complexity t-SNE Optimization""

Gapminder_analysis

Analysis of employment levels changes with time in the United States using data from gapminder.org.

Jupyter Notebook

Hack_princeton_master

Audio-Parsing Node.JS web application using the Microsoft Word Javascript API