Josh Varty

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

ProjectionBufferTutorial. A sample on how to use projection buffers with C# language services

VisualizingActivations. Jupyter Notebook

MinimalDebuggerForEnC. All in pursuit of ICorDebugModule2::ApplyChanges...

SelfSupervisedLearning. Experiments with self-supervised learning

ReproducingSuperConvergence. Reproducing: https://openreview.net/forum?id=H1A5ztj3b

AlphaZeroCpp. A re-implementation of AlphaZeroSimple in C++

SorghumHeadDetection. Working on: https://competitions.codalab.org/competitions/23177

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

IntroToRNNs. An introduction to RNNs

MalwareDetection. Working on https://www.kaggle.com/c/microsoft-malware-prediction

ImageClassification. Playing around with FastAI and Image Recognotion

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

telepath-logger-net. A worse version of Nick Winter's telepath logger for Windows.

MachineLearning. Udacity Machine Learning Stuff

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

LearningJax. A collection of small JAX programs I'm trying to learn from.

KaggleUtils. A collection of utilities I use for EDA, feature engineering etc.

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

PronounResolution. Working on: https://www.kaggle.com/c/gendered-pronoun-resolution

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

KaggleClouds. Working on: https://www.kaggle.com/c/understanding_cloud_organization

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

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

RoslynPad. A scratch pad of Roslyn examples. I lost my last one when I re-installed Windows :(

LearnTensorFlowNow. Python

StreetViewHouseNumbers. Reproducing: https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/42241.pdf

AnalysisOfBCEX. Analysis of trades on the BCEX exchange.