joshvarty Goto Github PK

algorithmdesignmanual

Reviewing algorithm basics from Skiena's "The Algorithm Design Manual"

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

alphazero_tictactoe

alphazerocpp

A re-implementation of AlphaZeroSimple in C++

alphazerosimple

The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with

analysisofbcex

Analysis of trades on the BCEX exchange.

audiotagging

Working on: https://www.kaggle.com/c/freesound-audio-tagging-2019

bananacollector_doubleqlearning

An implementation of DoubleQLearning to solve Unity's Banana Environment

bespokeconvfilters

Can we manually build better filters for the first layer of our convolutional neural networks

bio-experiments

Trying to learn bioinformatics

bitcoinhashes

Just a list of hashes because people think 21e8 is rare

buildingrnns

Testing out RNNs

cancerdetection

Working on: https://www.kaggle.com/c/histopathologic-cancer-detection

ccxt

A JavaScript / Python / PHP cryptocurrency trading library with support for more than 100 bitcoin/altcoin exchanges

champs-scalar-coupling

Working on: https://www.kaggle.com/c/champs-scalar-coupling

connectx

Working on: https://www.kaggle.com/c/connectx/overview

crawler

Attempting to solve the Unity Crawler environment

dailyprojecteuler

Practice with C++

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeprlbootcamp

Following: https://www.deepbootcamp.io

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dllrewriting

Sample based on the talk "All yours DLLs are belong to us"

docs

Documentation for ASP.NET and ASP.NET Core

dotastuff

fastai

The fastai deep learning library, plus lessons and tutorials

googleqalabeling

Working on: https://www.kaggle.com/c/google-quest-challenge/

haliteio

An attempt at making a Halite III agent trained with reinforcement learning

imageclassification

Playing around with FastAI and Image Recognotion

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

introtornns

An introduction to RNNs